From 77d2641b7dd1b4e69709cd8d7653e02f71e308a1 Mon Sep 17 00:00:00 2001 From: chaoming Date: Sat, 16 Sep 2023 23:00:16 +0800 Subject: [PATCH] [doc] upgrade docs with the latest APIs, fix #463 --- .../build_conductance_neurons.ipynb | 89 ++-- .../build_network_models.ipynb | 423 +++++------------- .../customize_neuron_models.ipynb | 167 ++++--- 3 files changed, 252 insertions(+), 427 deletions(-) diff --git a/docs/tutorial_building/build_conductance_neurons.ipynb b/docs/tutorial_building/build_conductance_neurons.ipynb index 7d24da7df..d3c289bb4 100644 --- a/docs/tutorial_building/build_conductance_neurons.ipynb +++ b/docs/tutorial_building/build_conductance_neurons.ipynb @@ -27,8 +27,8 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "start_time": "2023-04-15T17:03:50.334474Z", - "end_time": "2023-04-15T17:03:51.136286Z" + "end_time": "2023-09-16T14:59:19.528689700Z", + "start_time": "2023-09-16T14:59:18.546835700Z" } } }, @@ -38,7 +38,7 @@ "outputs": [ { "data": { - "text/plain": "'2.4.0'" + "text/plain": "'2.4.4.post4'" }, "execution_count": 2, "metadata": {}, @@ -51,8 +51,8 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.139717Z", - "end_time": "2023-04-15T17:03:51.154031Z" + "end_time": "2023-09-16T14:59:19.536485600Z", + "start_time": "2023-09-16T14:59:19.528689700Z" } } }, @@ -70,7 +70,7 @@ "source": [ "On the other hand, simplified models do not care about the physiological features of neurons but mainly focus on how to reproduce the exact spike timing. Therefore, they are more simplified and maybe not biologically explicable.\n", "\n", - "BrainPy provides a large volume of [predefined neuron models](../apis/auto/dyn/neurons.rst) including conductance-based and simplified models for ease of use. In this section, we will only talk about how to build conductance-based models by ion channels. Users please refer to [Customizing Your Neuron Models](customize_neuron_models.ipynb) for more information." + "BrainPy provides a large volume of [predefined neuron models](../apis/brainpy.dyn.neurons.rst) including conductance-based and simplified models for ease of use. In this section, we will only talk about how to build conductance-based models by ion channels. Users please refer to [Customizing Your Neuron Models](customize_neuron_models.ipynb) for more information." ], "metadata": { "collapsed": false @@ -142,13 +142,13 @@ "execution_count": 3, "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.154798Z", - "end_time": "2023-04-15T17:03:51.200112Z" + "end_time": "2023-09-16T14:59:19.541280600Z", + "start_time": "2023-09-16T14:59:19.536485600Z" } }, "outputs": [], "source": [ - "class IK(bp.Channel):\n", + "class IK(bp.dyn.IonChannel):\n", " def __init__(self, size, E=-77., g_max=36., phi=1., method='exp_auto'):\n", " super(IK, self).__init__(size)\n", " self.g_max = g_max\n", @@ -164,8 +164,10 @@ " beta_n = 0.125 * bm.exp(-(V + 65) / 80)\n", " return self.phi * (alpha_n * (1. - n) - beta_n * n)\n", "\n", - " def update(self, tdi, V):\n", - " self.n.value = self.integral(self.n, tdi.t, V, dt=tdi.dt)\n", + " def update(self, V):\n", + " t = bp.share['t']\n", + " dt = bp.share['dt']\n", + " self.n.value = self.integral(self.n, t, V, dt=dt)\n", "\n", " def current(self, V):\n", " return self.g_max * self.n ** 4 * (self.E - V)" @@ -189,7 +191,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Instead of building a conductance-based model from scratch, we can utilize ion channel models as building blocks to assemble a neuron model in a modular and convenient way. Now let's try to construct a **Hodgkin-Hoxley (HH) model** (jump to [here](customize_neuron_models.ipynb) for the complete mathematical expression of the HH model).\n", + "Instead of building a conductance-based model from scratch, we can utilize ion channel models as building blocks to assemble a neuron model in a modular and convenient way. Now let's try to construct a **Hodgkin-Huxley (HH) model** (jump to [here](customize_neuron_models.ipynb) for the complete mathematical expression of the HH model).\n", "\n" ] }, @@ -200,21 +202,6 @@ "The HH neuron models the current flows of potassium, sodium, and leaky channels. Besides the potassium channel that we implemented, we can import the other channel models from ``brainpy.channels``:" ] }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.171793Z", - "end_time": "2023-04-15T17:03:51.208814Z" - } - }, - "outputs": [], - "source": [ - "from brainpy.channels import INa_HH1952, IL\n", - "# actually the potassium channel we implemented can also be found in this package as 'IK_HH1952'" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -224,30 +211,30 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.188577Z", - "end_time": "2023-04-15T17:03:51.208814Z" + "end_time": "2023-09-16T14:59:19.548873600Z", + "start_time": "2023-09-16T14:59:19.544788500Z" } }, "outputs": [], "source": [ - "class HH(bp.CondNeuGroup):\n", + "class HH(bp.dyn.CondNeuGroup):\n", " def __init__(self, size):\n", " super(HH, self).__init__(size, V_initializer=bp.init.Uniform(-70, -50.))\n", " self.IK = IK(size, E=-77., g_max=36.)\n", - " self.INa = INa_HH1952(size, E=50., g_max=120.)\n", - " self.IL = IL(size, E=-54.39, g_max=0.03)" + " self.INa = bp.dyn.INa_HH1952(size, E=50., g_max=120.)\n", + " self.IL = bp.dyn.IL(size, E=-54.39, g_max=0.03)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Here the `HH` class should inherit the superclass **`bp.CondNeuGroup`**, which will automatically integrate the current flows by calling the `current()` function of each channel model to compute the neuronal activity when running a simulation.\n", + "Here the `HH` class should inherit the superclass **`brainpy.dyn.CondNeuGroup`**, which will automatically integrate the current flows by calling the `current()` function of each channel model to compute the neuronal activity when running a simulation.\n", "\n", - "Surprisingly, the model contruction is finished! Users do not need to implement the update function of the neuron model as `CondNeuGroup` has its own way to update variables (like the membrane potential `V` and spiking sequence `spike`) implicitly." + "Surprisingly, the model contruction is finished! Users do not need to implement the update function of the neuron model as `brainpy.dyn.CondNeuGroup` has its own way to update variables (like the membrane potential `V` and spiking sequence `spike`) implicitly." ] }, { @@ -261,11 +248,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.200112Z", - "end_time": "2023-04-15T17:03:51.373059Z" + "end_time": "2023-09-16T14:59:19.761147Z", + "start_time": "2023-09-16T14:59:19.548873600Z" } }, "outputs": [], @@ -282,11 +269,11 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.373059Z", - "end_time": "2023-04-15T17:03:51.388796Z" + "end_time": "2023-09-16T14:59:19.768678900Z", + "start_time": "2023-09-16T14:59:19.763422Z" } }, "outputs": [], @@ -307,11 +294,11 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.392446Z", - "end_time": "2023-04-15T17:03:51.980999Z" + "end_time": "2023-09-16T14:59:20.416477600Z", + "start_time": "2023-09-16T14:59:19.768678900Z" } }, "outputs": [ @@ -321,7 +308,7 @@ "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "5ede2132306142a194ab72b0f9459b07" + "model_id": "cb2ab5347ac14656bd3d7c7257f9c79b" } }, "metadata": {}, @@ -330,7 +317,7 @@ { "data": { "text/plain": "
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\n" + "image/png": 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" }, "metadata": {}, "output_type": "display_data" @@ -357,18 +344,18 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:03:51.984877Z", - "end_time": "2023-04-15T17:03:52.077154Z" + "end_time": "2023-09-16T14:59:20.523732100Z", + "start_time": "2023-09-16T14:59:20.418863800Z" } }, "outputs": [ { "data": { "text/plain": "
", - "image/png": 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\n" 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" }, "metadata": {}, "output_type": "display_data" @@ -389,7 +376,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "By combining different ion channels, we can get different types of conductance-based neuron models easily and straightforwardly. To see all predefined channel models in BrainPy, please click [here](../apis/auto/neurons.rst)." + "By combining different ion channels, we can get different types of conductance-based neuron models easily and straightforwardly. To see all predefined channel models in BrainPy, please click [here](../apis/brainpy.dyn.neurons.rst)." ] } ], diff --git a/docs/tutorial_building/build_network_models.ipynb b/docs/tutorial_building/build_network_models.ipynb index 95261c09e..e89e68f49 100644 --- a/docs/tutorial_building/build_network_models.ipynb +++ b/docs/tutorial_building/build_network_models.ipynb @@ -21,7 +21,7 @@ "id": "1daa966d", "metadata": {}, "source": [ - "In previous sections, it has been illustrated how to define neuron models by `brainpy.dyn.NeuGroup` and synapse models by `brainpy.dyn.TwoEndConn`. This section will introduce `brainpy.dyn.Network`, which is the base class used to build network models." + "In previous sections, it has been illustrated how to define neuron models by `brainpy.dyn.NeuDyn` and synapse models by `brainpy.synapases.TwoEndConn`. This section will introduce `brainpy.DynSysGroup` (alias as `brainpy.Network` in the previous version of BrainPy), which is the base class used to build network models." ] }, { @@ -29,9 +29,9 @@ "id": "aa2b708a", "metadata": {}, "source": [ - "In essence, [brainpy.dyn.Network](../apis/auto/building/generated/brainpy.dyn.Network.rst) is a container, whose function is to compose the individual elements. It is a subclass of a more general class: [brainpy.dyn.Container](../apis/auto/building/generated/brainpy.dyn.Container.rst). \n", + "In essence, [brainpy.DynSysGroup](https://brainpy.readthedocs.io/en/latest/apis/generated/brainpy.DynSysGroup.html#brainpy.DynSysGroup) is a container, whose function is to compose the individual elements. \n", "\n", - "In below, we take an excitation-inhibition (E-I) balanced network model as an example to illustrate how to compose the [LIF neurons](./neuron_models.ipynb) and [Exponential synapses](./synapse_models.ipynb) defined in previous tutorials to build a network. " + "In below, we take an excitation-inhibition (E-I) balanced network model as an example to illustrate how to compose the LIF neurons and Exponential synapses defined in previous tutorials to build a network. " ] }, { @@ -40,14 +40,14 @@ "id": "49c0646a", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:05:41.337303Z", - "end_time": "2023-04-15T17:05:42.188986Z" + "end_time": "2023-09-16T14:53:23.590871600Z", + "start_time": "2023-09-16T14:53:21.526940100Z" } }, "outputs": [ { "data": { - "text/plain": "'2.4.0'" + "text/plain": "'2.4.4.post4'" }, "execution_count": 1, "metadata": {}, @@ -55,9 +55,12 @@ } ], "source": [ + "import numpy as np\n", + "\n", "import brainpy as bp\n", + "import brainpy.math as bm\n", "\n", - "bp.math.set_platform('cpu')\n", + "bm.set_platform('cpu')\n", "\n", "bp.__version__" ] @@ -86,47 +89,48 @@ "[1] Brette, R., Rudolph, M., Carnevale, T., Hines, M., Beeman, D., Bower, J. M., et al. (2007), Simulation of networks of spiking neurons: a review of tools and strategies., J. Comput. Neurosci., 23, 3, 349–98." ] }, + { + "cell_type": "markdown", + "source": [ + "Before defining the E/I balanced network, we first define the Exponential synapse model we need." + ], + "metadata": { + "collapsed": false + }, + "id": "4e44e8f6df344666" + }, { "cell_type": "code", "execution_count": 2, - "id": "b3be5a19", + "outputs": [], + "source": [ + "class Exponential(bp.Projection):\n", + " def __init__(self, pre, post, prob, g_max, tau, E=0.):\n", + " super().__init__()\n", + " self.proj = bp.dyn.ProjAlignPostMg2(\n", + " pre=pre,\n", + " delay=None, \n", + " comm=bp.dnn.EventCSRLinear(bp.conn.FixedProb(prob, pre=pre.num, post=post.num), g_max),\n", + " syn=bp.dyn.Expon.desc(post.num, tau=tau),\n", + " out=bp.dyn.COBA.desc(E=E),\n", + " post=post,\n", + " )" + ], "metadata": { - "code_folding": [], + "collapsed": false, "ExecuteTime": { - "start_time": "2023-04-15T17:05:42.190104Z", - "end_time": "2023-04-15T17:05:42.202588Z" + "end_time": "2023-09-16T14:53:23.590871600Z", + "start_time": "2023-09-16T14:53:23.590871600Z" } }, - "outputs": [], - "source": [ - "# BrianPy has some built-in canonical neuron and synapse models\n", - "\n", - "LIF = bp.neurons.LIF\n", - "Exponential = bp.synapses.Exponential" - ] - }, - { - "cell_type": "markdown", - "id": "aae1bdd0", - "metadata": {}, - "source": [ - "## Two ways to define network models" - ] - }, - { - "cell_type": "markdown", - "id": "c3c63a6d", - "metadata": {}, - "source": [ - "There are several ways to define a Network model. " - ] + "id": "1bde9751d94766a7" }, { "cell_type": "markdown", "id": "abcd15a8", "metadata": {}, "source": [ - "### 1. Defining a network as a class" + "## 1. Defining a network with input variables" ] }, { @@ -134,7 +138,7 @@ "id": "9230ab4a", "metadata": {}, "source": [ - "The first way to define a network model is like follows. " + "The first way to define a network model is using module in ``brainpy.dyn`` with ``brainpy.dyn.InputVar``. " ] }, { @@ -143,37 +147,37 @@ "id": "e2213320", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:05:42.202588Z", - "end_time": "2023-04-15T17:05:42.250438Z" + "end_time": "2023-09-16T14:53:23.599684400Z", + "start_time": "2023-09-16T14:53:23.590871600Z" } }, "outputs": [], "source": [ - "class EINet(bp.Network):\n", - " def __init__(self, num_exc, num_inh, method='exp_auto', **kwargs):\n", - " super(EINet, self).__init__(**kwargs)\n", + "class EINet(bp.DynSysGroup):\n", + " def __init__(self, num_exc, num_inh, method='exp_auto'):\n", + " super().__init__()\n", "\n", - " # neurons\n", - " pars = dict(V_rest=-60., V_th=-50., V_reset=-60., tau=20., tau_ref=5.)\n", - " E = LIF(num_exc, **pars, method=method)\n", - " I = LIF(num_inh, **pars, method=method)\n", - " E.V.value = bp.math.random.randn(num_exc) * 2 - 55.\n", - " I.V.value = bp.math.random.randn(num_inh) * 2 - 55.\n", + " # neurons\n", + " pars = dict(V_rest=-60., V_th=-50., V_reset=-60., tau=20., tau_ref=5.,\n", + " V_initializer=bp.init.Normal(-55., 2.), method=method)\n", + " self.E = bp.dyn.LifRef(num_exc, **pars)\n", + " self.I = bp.dyn.LifRef(num_inh, **pars)\n", "\n", - " # synapses\n", - " w_e = 0.6 # excitatory synaptic weight\n", - " w_i = 6.7 # inhibitory synaptic weight\n", - " E_pars = dict(output=bp.synouts.COBA(E=0.), g_max=w_e, tau=5.)\n", - " I_pars = dict(output=bp.synouts.COBA(E=-80.), g_max=w_i, tau=10.)\n", - " \n", - " # Neurons connect to each other randomly with a connection probability of 2%\n", - " self.E2E = Exponential(E, E, bp.conn.FixedProb(prob=0.02), **E_pars, method=method)\n", - " self.E2I = Exponential(E, I, bp.conn.FixedProb(prob=0.02), **E_pars, method=method)\n", - " self.I2E = Exponential(I, E, bp.conn.FixedProb(prob=0.02), **I_pars, method=method)\n", - " self.I2I = Exponential(I, I, bp.conn.FixedProb(prob=0.02), **I_pars, method=method)\n", + " # synapses\n", + " w_e = 0.6 # excitatory synaptic weight\n", + " w_i = 6.7 # inhibitory synaptic weight\n", "\n", - " self.E = E\n", - " self.I = I" + " # Neurons connect to each other randomly with a connection probability of 2%\n", + " self.E2E = Exponential(self.E, self.E, 0.02, g_max=w_e, tau=5., E=0.)\n", + " self.E2I = Exponential(self.E, self.I, 0.02, g_max=w_e, tau=5., E=0.)\n", + " self.I2E = Exponential(self.I, self.E, 0.02, g_max=w_i, tau=10., E=-80.)\n", + " self.I2I = Exponential(self.I, self.I, 0.02, g_max=w_i, tau=10., E=-80.)\n", + "\n", + " # define input variables given to E/I populations\n", + " self.Ein = bp.dyn.InputVar(self.E.varshape)\n", + " self.Iin = bp.dyn.InputVar(self.I.varshape)\n", + " self.E.add_inp_fun('', self.Ein)\n", + " self.I.add_inp_fun('', self.Iin)" ] }, { @@ -181,7 +185,7 @@ "id": "99233e81", "metadata": {}, "source": [ - "In an instance of ``brainpy.dyn.Network``, all ``self.`` accessed elements can be gathered by the ``.nodes()`` function automatically." + "In an instance of ``brainpy.DynSysGroup``, all ``self.`` accessed elements can be gathered by the ``.nodes()`` function automatically." ] }, { @@ -190,14 +194,14 @@ "id": "c1d98910", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:05:42.221922Z", - "end_time": "2023-04-15T17:05:43.638780Z" + "end_time": "2023-09-16T14:53:26.383001100Z", + "start_time": "2023-09-16T14:53:23.596913Z" } }, "outputs": [ { "data": { - "text/plain": "{'EINet0': EINet(),\n 'Exponential0': Exponential(name=Exponential0, mode=NonBatchingMode, \n pre=LIF(name=LIF0, mode=NonBatchingMode, size=(8,)), \n post=LIF(name=LIF0, mode=NonBatchingMode, size=(8,))),\n 'Exponential1': Exponential(name=Exponential1, mode=NonBatchingMode, \n pre=LIF(name=LIF0, mode=NonBatchingMode, size=(8,)), \n post=LIF(name=LIF1, mode=NonBatchingMode, size=(2,))),\n 'Exponential2': Exponential(name=Exponential2, mode=NonBatchingMode, \n pre=LIF(name=LIF1, mode=NonBatchingMode, size=(2,)), \n post=LIF(name=LIF0, mode=NonBatchingMode, size=(8,))),\n 'Exponential3': Exponential(name=Exponential3, mode=NonBatchingMode, \n pre=LIF(name=LIF1, mode=NonBatchingMode, size=(2,)), \n post=LIF(name=LIF1, mode=NonBatchingMode, size=(2,))),\n 'LIF0': LIF(name=LIF0, mode=NonBatchingMode, size=(8,)),\n 'LIF1': LIF(name=LIF1, mode=NonBatchingMode, size=(2,)),\n 'COBA2': COBA,\n 'COBA4': COBA,\n 'COBA3': COBA,\n 'COBA5': COBA}" + "text/plain": "{'EINet0': EINet0(mode=NonBatchingMode),\n 'LifRef0': LifRef0(mode=NonBatchingMode, size=(8,)),\n 'LifRef1': LifRef1(mode=NonBatchingMode, size=(2,)),\n 'Exponential0': Exponential0(mode=NonBatchingMode),\n 'Exponential1': Exponential1(mode=NonBatchingMode),\n 'Exponential2': Exponential2(mode=NonBatchingMode),\n 'Exponential3': Exponential3(mode=NonBatchingMode),\n 'InputVar0': InputVar0(mode=NonBatchingMode, size=(8,)),\n 'InputVar1': InputVar1(mode=NonBatchingMode, size=(2,)),\n 'COBA2': COBA2(mode=NonBatchingMode),\n 'COBA4': COBA4(mode=NonBatchingMode),\n '_AlignPost0': _AlignPost0(mode=NonBatchingMode),\n '_AlignPost2': _AlignPost2(mode=NonBatchingMode),\n 'VarDelay0': VarDelay(step=0, shape=(8,), method=rotation),\n 'Expon0': Expon0(mode=NonBatchingMode, size=(8,)),\n 'Expon2': Expon2(mode=NonBatchingMode, size=(8,)),\n 'COBA3': COBA3(mode=NonBatchingMode),\n 'COBA5': COBA5(mode=NonBatchingMode),\n '_AlignPost1': _AlignPost1(mode=NonBatchingMode),\n '_AlignPost3': _AlignPost3(mode=NonBatchingMode),\n 'VarDelay1': VarDelay(step=0, shape=(2,), method=rotation),\n 'Expon1': Expon1(mode=NonBatchingMode, size=(2,)),\n 'Expon3': Expon3(mode=NonBatchingMode, size=(2,)),\n 'ProjAlignPostMg20': ProjAlignPostMg20(mode=NonBatchingMode),\n 'EventCSRLinear0': EventCSRLinear0(mode=NonBatchingMode),\n 'ProjAlignPostMg21': ProjAlignPostMg21(mode=NonBatchingMode),\n 'EventCSRLinear1': EventCSRLinear1(mode=NonBatchingMode),\n 'ProjAlignPostMg22': ProjAlignPostMg22(mode=NonBatchingMode),\n 'EventCSRLinear2': EventCSRLinear2(mode=NonBatchingMode),\n 'ProjAlignPostMg23': ProjAlignPostMg23(mode=NonBatchingMode),\n 'EventCSRLinear3': EventCSRLinear3(mode=NonBatchingMode)}" }, "execution_count": 4, "metadata": {}, @@ -208,19 +212,13 @@ "EINet(8, 2).nodes().subset(bp.DynamicalSystem)" ] }, - { - "cell_type": "markdown", - "id": "97b6ce36", - "metadata": {}, - "source": [ - "Note in the above ``EINet``, we do not define the ``update()`` function. This is because any subclass of ``brainpy.dyn.Network`` has a default update function, in which it automatically gathers the elements defined in this network and sequentially runs the update function of each element." - ] - }, { "cell_type": "markdown", "id": "550ac98b", "metadata": {}, "source": [ + "The ``bp.dyn.InputVar`` has an variable ``input`` used to receive the projection of all coming inputs. Instead of giving inputs when calling the ``self.E`` or ``self.I`` populations (just like ``self.E(input)``), we can directly inject inputs into the corresponding ``InputVar`` instance. \n", + "\n", "Let's try to simulate our defined `EINet` model. " ] }, @@ -230,8 +228,8 @@ "id": "a74c5b2e", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:05:43.638780Z", - "end_time": "2023-04-15T17:05:46.214457Z" + "end_time": "2023-09-16T14:53:30.170704300Z", + "start_time": "2023-09-16T14:53:26.375004500Z" } }, "outputs": [ @@ -241,23 +239,16 @@ "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "dc11856e476546bf90250852179fcf49" + "model_id": "4838e4dfba3345b29d9456dffbacaf26" } }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Used time None s\n" - ] - }, { "data": { "text/plain": "
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\n" 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" 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\n" 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "net = EINet(3200, 800, method='exp_auto') # \"method\": the numerical integrator method\n", - "\n", - "runner = bp.DSRunner(net,\n", - " monitors=['E.spike', 'I.spike'],\n", - " inputs=[('E.input', 20.), ('I.input', 20.)])\n", - "t = runner.run(100.)\n", - "print(f'Used time {t} s')\n", + "net = EINet(3200, 800) # \"method\": the numerical integrator method\n", + "runner = bp.DSRunner(net, monitors=['E.spike', 'I.spike'], inputs=[('Ein.input', 20.), ('Iin.input', 20.)])\n", + "runner.run(100.)\n", "\n", "# visualization\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['E.spike'],\n", + "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['E.spike'],\n", " title='Spikes of Excitatory Neurons', show=True)\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['I.spike'],\n", + "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['I.spike'],\n", " title='Spikes of Inhibitory Neurons', show=True)" ] }, @@ -292,7 +279,7 @@ "id": "92b7a472", "metadata": {}, "source": [ - "### 2. Instantiating a network directly" + "## 2. Defining a network with customized ``update()`` function" ] }, { @@ -300,7 +287,7 @@ "id": "a4e5848b", "metadata": {}, "source": [ - "Another way to instantiate a network model is directly pass the elements into the constructor of ``brainpy.Network``. It receives ``*args`` and ``**kwargs`` arguments." + "Another way to instantiate a network model is define a customized update function in which the inputs are customized by the users. For example, " ] }, { @@ -309,86 +296,35 @@ "id": "14e659ca", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:05:46.214457Z", - "end_time": "2023-04-15T17:05:46.787023Z" + "end_time": "2023-09-16T14:53:30.181571900Z", + "start_time": "2023-09-16T14:53:30.176329400Z" } }, "outputs": [], "source": [ - "# neurons\n", - "pars = dict(V_rest=-60., V_th=-50., V_reset=-60., tau=20., tau_ref=5.)\n", - "E = LIF(3200, **pars)\n", - "I = LIF(800, **pars)\n", - "E.V.value = bp.math.random.randn(E.num) * 2 - 55.\n", - "I.V.value = bp.math.random.randn(I.num) * 2 - 55.\n", - "\n", - "# synapses\n", - "E_pars = dict(output=bp.synouts.COBA(E=0.), g_max=0.6, tau=5.)\n", - "I_pars = dict(output=bp.synouts.COBA(E=-80.), g_max=6.7, tau=10.)\n", - "E2E = Exponential(E, E, bp.conn.FixedProb(prob=0.02), **E_pars)\n", - "E2I = Exponential(E, I, bp.conn.FixedProb(prob=0.02), **E_pars)\n", - "I2E = Exponential(I, E, bp.conn.FixedProb(prob=0.02), **I_pars)\n", - "I2I = Exponential(I, I, bp.conn.FixedProb(prob=0.02), **I_pars)\n", + "class EINet2(bp.DynSysGroup):\n", + " def __init__(self, num_exc, num_inh, method='exp_auto'):\n", + " super().__init__()\n", "\n", + " # neurons\n", + " pars = dict(V_rest=-60., V_th=-50., V_reset=-60., tau=20., tau_ref=5.,\n", + " V_initializer=bp.init.Normal(-55., 2.), method=method)\n", + " self.E = bp.dyn.LifRef(num_exc, **pars)\n", + " self.I = bp.dyn.LifRef(num_inh, **pars)\n", "\n", - "# Network\n", - "net2 = bp.Network(E2E, E2I, I2E, I2I, exc_group=E, inh_group=I)" - ] - }, - { - "cell_type": "markdown", - "id": "84449872", - "metadata": {}, - "source": [ - "All elements are passed as ``**kwargs`` argument can be accessed by the provided keys. This will affect the following dynamics simulation." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "36f54a4f", - "metadata": { - "ExecuteTime": { - "start_time": "2023-04-15T17:05:46.787023Z", - "end_time": "2023-04-15T17:05:46.802936Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "LIF(name=LIF4, mode=NonBatchingMode, size=(3200,))" - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "net2.exc_group" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "ad57ec70", - "metadata": { - "ExecuteTime": { - "start_time": "2023-04-15T17:05:46.802936Z", - "end_time": "2023-04-15T17:05:46.849822Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "LIF(name=LIF5, mode=NonBatchingMode, size=(800,))" - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "net2.inh_group" + " # Neurons connect to each other randomly with a connection probability of 2%\n", + " self.E2E = Exponential(self.E, self.E, 0.02, g_max=0.6, tau=5., E=0.)\n", + " self.E2I = Exponential(self.E, self.I, 0.02, g_max=0.6, tau=5., E=0.)\n", + " self.I2E = Exponential(self.I, self.E, 0.02, g_max=6.7, tau=10., E=-80.)\n", + " self.I2I = Exponential(self.I, self.I, 0.02, g_max=6.7, tau=10., E=-80.)\n", + " \n", + " def update(self, inp):\n", + " self.E(inp) # E and I receive the same input\n", + " self.I(inp)\n", + " self.E2E()\n", + " self.E2I()\n", + " self.I2E()\n", + " self.I2I()" ] }, { @@ -401,12 +337,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "29ebd650", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:05:46.818569Z", - "end_time": "2023-04-15T17:05:47.651770Z" + "end_time": "2023-09-16T14:53:32.276327400Z", + "start_time": "2023-09-16T14:53:30.181571900Z" } }, "outputs": [ @@ -416,23 +352,16 @@ "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "c18b85210cdb4ca79a301aeb9afad984" + "model_id": "a0cf3649dc1840029426ba88257a2b20" } }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Used time None s\n" - ] - }, { "data": { "text/plain": "
", - "image/png": 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\n" 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" 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fmpubYd++fVBTU+NzkK644gpwOp3w29/+Fu655x7o1q0bPPXUU9DQ0KDajoqKCt/4siVLloDT6YQ1a9bAhg0bYMWKFeBwODSl69VXX4WVK1fCVVddBf369QNEhPXr18Px48dh3Lhxmu5FEDQbiyBCsHbtWpw6dSoOGDAAu3fvjklJSdinTx+88cYbu0x7dblcOHHiRPznP/+JAwcOxOTkZCwsLMSHH3444Dw1U88REY8fP44///nP0el0+mbW/Pe//8V58+Zh3759MSkpCZ1OJw4fPhwXL16M3377LSIiPv300zhq1CjMzs7G5ORkzMvLw2uvvRY/+eSTqOk9duwYlpaWYm5uLnbr1g1dLhcuWrQI29raAs7TYzaWMpvIn+AZVaHyBTH87KBQs7GeffZZnDdvHvbq1QtTUlLwF7/4BX744YcB9ws1C6murg7Hjx+PGRkZCADocrl8v9XX1+PUqVMxKysLk5KS8JxzzsEHHnggYPac8pz9lx0IxYwZM7Bbt2745ZdfRjzPn3D59/rrr/tmDvrPxkJE/Pjjj/Haa6/F3r17Y1JSEubk5ODo0aPR6/UGnPf+++9jcXExpqenY35+PlZUVOATTzwRMr8nTpwY0r7a2lqcNGkSOhwOTE5OxiFDhgSUd8Qfn88//vGPgOPB78enn36Kbrcb+/fvj2lpaehwOPCiiy7Cp556SmVuEcSPWBCDOnoJgtBEYWEhDBo0KOzCeAQRzPfffw+FhYVw6aWXdlngjyAI/aFuLIIgCE7897//hf3798OqVavgq6++gvLyctEmEURCQM4OQRAEJzZs2AA33XQT5ObmwsqVKzVPNycIIjaoG4sgCIIgCFNDU88JgiAIgjA15OwQBEEQBGFqyNkhCIIgCMLU0ABlAOjs7ISmpibIyMgIu8Q7QRAEQRBygYhw4sQJyMvLC9hAORhyduCHvVuCd+olCIIgCMIYNDQ0QEFBQdjfydkB8O0P09DQAJmZmYKtIQiCIAhCDa2trXD22Wf72vFwkLMDP+7gm5mZSc4OQRAEQRiMaENQaIAyQRAEQRCmhpwdgiAIgiBMDTk7BEEQBEGYGnJ2CIIgCIIwNeTsEARBEARhasjZIQiCIAjC1JCzQxAEQRCEqSFnhyAIgiAIU0PODkEQBEEQpkaos9PR0QF33XUX9O3bF9LS0qBfv35wzz33QGdnp+8cRISlS5dCXl4epKWlwWWXXQZ79uwJuE97ezvMnTsXevbsCenp6TB58mT48ssveSeHIAiCIAgJEersLF++HLxeLzz66KOwb98+WLFiBTzwwAPwl7/8xXfOihUr4OGHH4ZHH30UPvjgA8jJyYFx48bBiRMnfOcsWLAAXnjhBaiqqoJ3330Xvv32WygpKYEzZ86ISBZBEARBEBJhQUQUJV5SUgLZ2dnwt7/9zXfs17/+Ndjtdnj22WcBESEvLw8WLFgACxcuBIAfojjZ2dmwfPlymDNnDrS0tECvXr3g2WefhSlTpgDAj7uYb9y4ESZMmBDVjtbWVnA4HNDS0kJ7YxEEQRCEQVDbfguN7Fx66aWwZcsW+OyzzwAA4OOPP4Z3330XrrjiCgAAOHjwIBw5cgTGjx/vuyYlJQVGjhwJ27dvBwCAjz76CE6fPh1wTl5eHgwaNMh3DkEQBEEQiYtQZ2fhwoXgdrvh3HPPhaSkJBg2bBgsWLAA3G43AAAcOXIEAACys7MDrsvOzvb9duTIEUhOToYePXqEPSeY9vZ2aG1tDfjjgdfrhaysLMjKygKv18tFkyAIgoiM1+uFwsJCrvWyCM1ERqizs3btWli9ejX8/e9/h5qaGnj66afhwQcfhKeffjrgvOCt2xEx6nbukc65//77weFw+P7OPvvs+BKiEo/HA83NzdDc3AyLFy/momlkWFcGvCsbnnpmTptstohOu2h9lvBKm8fjgfr6evB4PEx1RGsmNCiQgoICfPTRRwOO3XvvvXjOOecgIuKBAwcQALCmpibgnMmTJ+O0adMQEXHLli0IANjc3BxwzuDBg3HJkiUhddva2rClpcX319DQgACALS0teiUtJJWVlWixWBAA0Ol0+o65XC6srKxkqh1sB2/NWPRdLhcCALpcLibaLO4fSdPpdHLRQ0SfllLOWKMmL3mVO17PVZSebPos4f2OJlI9bBZaWlpUtd9CnR2n04krV64MOHbffffhgAEDEBGxs7MTc3JycPny5b7f29vb0eFwoNfrRUTE48ePY1JSEq5du9Z3TlNTE1qtVty0aZMqO9Rmlh74F/DKykq02WzcKyqlArHZbEJeNLUVGIvKwF+bd+PrdDp104tmO29nJ9ieUPaZteES3WiJ1meJmdNG6IMhnJ3p06djfn4+vvrqq3jw4EFcv3499uzZE//whz/4zvF4POhwOHD9+vVYW1uLbrcbc3NzsbW11XdOaWkpFhQU4ObNm7GmpgZHjx6NQ4YMwY6ODlV28HR2/BHldIhysvz1RVVgahpl1ppqf4tENMdBdCMRyj7RNhEEYT4M4ey0trbi/PnzsU+fPpiamor9+vXDxYsXY3t7u++czs5OrKiowJycHExJScERI0ZgbW1twH1OnTqFZWVl6HQ6MS0tDUtKSvDQoUOq7eDl7FRWVqLT6USn0+mL7MjS6ItEpC2iuwBi1Zfp+YVCdvsIgjAHhnB2ZIGXs6M0bGbtX48VkQ6H6EZZtL6eyJQWmWwhCIId5OxoQFRkh/gBapjMgegomay26IWo90T0+5no+rFiVLu1Qs6OBlg7O8GDkhOhABKJh0xlW29bZEgbi4HuWnTVOI6sJxVoRQ97jOo4G9VurZCzowHWzo5/oUuUAkgQZkKG91bEEgb+umocBhb5FI/Dooc9Mji6sWBUu7VCzo4GeEZ23G432mw2dLvdTLSi6ZtVM149GiwuJ7LkTax2sLA/3D1lyCvFBrfbLdwWf3tE22F2ROYzOTsa4Dn1XMQXYiJoxhviF/nlLkPUQFaMnjc87Zcpr2SyhWCPyOettv0Wul1EIlJeXg4ulwvKy8u5LYXur6nAWjuUJktdRQ8AYlqCPZy9PBCpLTtGz5tY7Y/lPYknr/R+L2WyRSRmSkskDPGecnK+pEbECspKdxZwWlQwOMzIe4VdBeULgFWaQ4VTjdBFJUtXoyx2JLqOmi9lPdMTTo9neeA1JolnOeCxeKuZ31k1UDeWBng6O8qLbLVafWvusH4ZELtWZqKcHV4VgD9G6KKSpatRFjsSXUdNY6JnesLpieiGYz3bjHc5YP0xa+Z3Vg3k7GhAhLNjsVjQ6XQyG8gXXHlF+7deOjJdE+u1en61RLsX7wGd0ZZBEFEueA0u5zUd3QgRJBkjjkbIt0TWEa0ZDnJ2NMC7G4tHZMNIX7Ey6ZhZK5oej24RFnrx5GE8Nsj0dasVI9tOsEUmR0YN5OxogPdGoNG+rvXWYInZdMysFU1PzwaQZzeMKIfFaI2CP0a2nWCL0RxhcnY0IGKAslLJGK1gEeZFJseLFzLYEA4zfkjw1mTZVatGi4VepPvp0X2stmtdlneHnB0NiFhnRxm0xnuRQdEVm4wVuKiXVraxJiy09LqvjGNMWOv5fwjx0AkeSMsrbaHQq84IpRNOOxYd/2vC3VdPvUj306oV7RnE+zsvyNnRAE9nx+12B8zA4j0rKpYCGm+l568Z6wui1QYtOqHO5dFoqtXVu1JRU1nqPYNETRr06GKLV0crLCt8NQ2pXjr+4wgVPZZTwIOfQaSIdzxp1xLZCdbR2hWrNbITa10caTNpLVrR0hctwkORHQPCc9fz4LV1eDs7sRTQeCtaPb7StOZTvJEdlo2LVl3ekR0WA+i1NhyxXK+HjlZkjFTGe38lf3huOBrJ0RCVx+HKiV628ayL9Y6OyQQ5Oxrg5ewohcb/q1kW7zgSLGzUek89nUI12iKeS7SvNp52iCiTZnEcjGqLgqiyb5R8ENn407PpCjk7GuAZ2ZG50PBEa4VhlK6HeJDVLoId9MyNB9XjPyJDXpCzowHeU88R5SgkIu0QGcWQJe+DkdUugh30zAkjI4Ozrrb9tiAiQoLT2toKDocDWlpaIDMzk6mW1+sFj8cDJ06cgObmZnC5XFBXV8dUMxKFhYVQX18vxA6R2gRBEER8KO1ZeXk5lJaWCrFBbftNu55zxuPxQH19PQCAFLvE0m7fBEEQRCyUlpZCXV2dMEdHC+TscMLr9UJhYSEUFxeD0+kEAODqDSv6Xq834LiIwqrYAgCGeVEIvoQrr/Geq8d1vOxjZY+eGix0eT5Pve0Pdz8ez0fRycrKgqysLMOXN93h0qkmOTzG7Pj3bYro55Shb1VGWwg50VJGYi1P8ZRDHvaxskdPDRa6au6p13IRaq9RO7Yq3P141XmKjhnKm1pogLIGeDg7/gs02e12tFqt3FZNVvRFDAjWsqgXoQ6zTw3XqhWrXbzWSOGRb6I0RC1LEaqxjcWWeJ0YtffjuawCj3pepjqcnB0NiFhUUIRXnOgRJbMgKk/pWRKywLuxlalxJwJR237TmB2OeDweOHPmDFgsFnA6ndwH5ooYEEyDkPVHVJ6y1BU5BsCQ4w8SHN5jDY00EJcIAyfnS2poUUEiGHpWfFDymeU+TNGQMWLFe4PgUNA7QBgB6sbSQCItKkgVWGjU7osjG0Z/nko+89yHKRgZ89B/Dz1RGOUdUJDxOco6zk1mDa2Qs6MBVs5OpIJB4y74Eu0lDc4XGV/qUBj9eRoln3nDK7ITKf+N9mxkfBd42sRDS8Y8JmdHA6ycnVAFw39WFkV2+BEtgiA6X0TMKIoHnrNLzKIjY1pibbxYpyWWWUV626TH/XjN+ItXi5VNPCBnRwM8IztGjSAYHRnGhkRCxi+mSPCyl1djzEMn3jzTe5p0pHtqjYTGQ6R6UuQ7IfqdFK1vFMjZ0QDPMTtGHRtiFmR1LtXYJZPtMkYp/NH6XvHQiTfP1Grp8Wyiaen5/ENp8VovJhKi3zfR+kbBEM6Ov/fu/3frrbciImJnZydWVFRgbm4upqam4siRI3H37t0B92hra8OysjLMyspCu92OkyZNwoaGBk12iBigrEAFmlALOcbqkd0ZI63IWsHHjFRPymqrSLtYahvC2Tl69CgePnzY91ddXY0AgG+++SYiIno8HszIyMB169ZhbW0tTpkyBXNzc7G1tdV3j9LSUszPz8fq6mqsqanBUaNG4ZAhQ7Cjo0O1HSIjO6Qlp46MJHLaCfMSajB2sGOvl6PPI2Kk2CpihqFMk2L8bWGpbQhnJ5j58+dj//79sbOzEzs7OzEnJwc9Ho/v97a2NnQ4HOj1ehER8fjx45iUlIRVVVW+cxobG9FqteKmTZtU6/J0dsI9dBYNGc/CzUuLohuJiQhHLxE0ZXCgrVYrAgBardawdullp39vAqvuQFbjA9XYE6l+5P2s/W1J+MiOP+3t7ZiVlYXLli1DRMQDBw4gAGBNTU3AeZMnT8Zp06YhIuKWLVsQALC5uTngnMGDB+OSJUtUa8sQ2WHRiCdiZMfsDZRZtaLpiXBy9YwmqM1H3umU4ePBbrcjAKDdbmeupSWyE2/e6P3+qLFHBueVty2Gc3bWrl2LNpsNGxsbERFx27ZtCAC+fyvMmjULx48fj4iIa9asweTk5C73GjduHM6ePTusVltbG7a0tPj+GhoahI3ZUZCpkBoZIzeKiawVTc/ITqyWfJTJweSFDDaEQja7ZLNHFgzn7IwfPx5LSkp8/1acnaampoDzZs6ciRMmTEDE8M7O2LFjcc6cOWG1KioqQg6M5rldBBVcNhi5UUwkLTWDUlkjSzTSaOidHrPlj+yYrY40lLNTV1eHVqsVX3zxRd8xlt1YoiI7yheezWaTdr0XWRBVASZqxSuqP1/kNhEydOEYEb3zjZ4DX8wW/TaUs1NRUYE5OTl4+vRp3zFlgPLy5ct9x9rb20MOUF67dq3vnKamJukGKCsNiTLrQHQlbwREVYD+DqkMjhZrJ4TVYMpoFBUVIQBgcnKysBkiMmy2GWyTEfTUXq/3eayuZ4mMz1YPm7TegyI7iHjmzBns06cPLly4sMtvHo8HHQ4Hrl+/Hmtra9Htdoecel5QUICbN2/GmpoaHD16tHRTz/0bbplfTJkQGdlRHFJRjpa/LmunT1SERclji8UiJKLkcrnC5q3IWSssCE4Pr2fO64OFl04s5YKVbaInusgUjTOMs/Paa68hAOD+/fu7/KYsKpiTk4MpKSk4YsQIrK2tDTjn1KlTWFZWhk6nE9PS0rCkpAQPHTqkyQZekR1ycIyBTF1ovCI7vNMqKqqiZtwc74qc9TMITg+vaJ7ZxkTFUi5Y2cbTUQ+lJVObZhhnRwZ4TD3378qSpZAQ4ZHJ4SH4YrZnEC49Ruo+ksFxkmlgdizXxqrH+zqtkLOjAR7OjuId05gdYyAqTCtTeJgXieJYmi2dPL/443kvtNik5/sXTZfFux5J0wx6oSBnRwO8IzvKIlqJ1qgZCbM1TDKTKI6l2dLJcyxHPO+FFpv0fP+i6fLqctJTL9z4L1Z6aiBnRwO8NwJVojsAkFCNGkGEIlEcS1nSydIOGZ11UV1gIvKC9bMNnrwhw/MmZ0cDvJ0dt9uNFosF7Xa70EIiS+XLWsPMjZoMYxmMqmXm8h9Jl9b4YgPryJ1ox0JJn/+yHKJtQiRnRxO8nR1EOcZmmC2sHk7DzN0V4bT0roR4dgXwyj8zl/9IujRekA2sG37RbQbPbkstkLOjAREbgcowK0v0FybLr4NEjeyw+nrnOciTIjvm0iX0QcbnJ4NN5OxogJezI2ufpz8i7JHh68AsyPD1LluZJggidmR/n8nZ0QAvZydUn6dsDb0Ie2R/mYyEkfLSbAM4ZdWWvUzIbl+iI1sbFQw5OxrgGdlxOp3odDq5D/BSq2PGgaiy2iFL+v3haZN/JcpLN1rFzdIOUY2GiHxWS6hoNyEXepQZluWOnB0N8ByzI0OFJwuy2ETP5Ed42uRfAfLSjVbphrJDr4paBqdabT7zdj6VrUMS5UNLtD5vWL7f5OxogKezI8OeQLIgi00yNEKykOh5IeuME71Qm88inE+e+Rysxbv8yeZ0soYiO5KQCJEdgiBig0eDI1ujZvbxVMFavOtl2ZxOI6O2/bYgIkKC09raCg6HA1paWiAzM5Op1tSpU6GqqgrS0tLgoYcegtLSUqZ6BEHIT2FhIdTX14PL5YK6ujrR5iQcXq8XPB4PlJeXS1Uny2qXTKhtv60cbUpovF4vFBYWwksvvQSICCdPngSPxyPEBq/Xy1WXkI94y4LosiRaX2/Ky8vB5XJBeXk5ABgrff628rZbL73S0lKoq6uL6lDwTqtiFwAYMl+lgkeYSXZ47npusVh8/+UdsqaQKKEQb1kQXZZE67PGSOnzt5W33SwHlEfT8/9/1l1wItMZjGxdrjRmRwM8dz1Xdjx3Op3MtKLZIEshJcQRb1kQXZZE67OGd/qC9bTo+58r2m5Eto5iuLSydvJEpjMY2RxxcnY0IGK7CLNW0oS5kWkadqwNskzIYldwA6ZsNyLioywUsj/rRNEUqRsOcnY0wHsj0EQqpCJnWPBAthefNXp91cV7H62L0emhx+I5B9slKjKirHGj/FfvCHS86ZItmkDIAzk7GuDZjaWssyPixVUqjOB9k0T1/Sropc+iQoxmG6tKWFYnSpbIjpLv/luv8NBj/Zx5N+rBeuHqCK3onS5Z3wdCPOTsaIDnAGXF0VFbSeuJUmEE74jNsoJVU0nppR9LhRivMxPp+njGMsSTJ2q1ZHFcYrkPy3Eioe7HomzpdU08xDNWJxLBzig5K9qg/FIPOTsa4BnZKSoqYr6CcrQXRa8Kjkcjx/ql93cq9GrkQt07kvPCUjccWruB4tFTm5ZYHTy9ohFq7WCdHq068cJCJ1z5oq5mdej1AZgIkLOjAbOtoMzrRTFDWvwrQr211EYfWOqGI/jLm6We2vTF63QHRyxjRXR6tOrECyudUOkX0Ygb0XEwooMmCnJ2NCBqNharAm3kL0IRGiK0ROuaMV9JR24d3loiNc2MbPlJzo4GRDk7RvzikA0zVtQiKxOW2rJVkgqy2CV6vA5BaIkKy9JukbOjAVHdWFTZxA/PF8/o3QqitWWrJBVksYv32jaypJuQBzVlQraB92rbb9obizPl5eXgdDrhxIkTAACq9mMhwsNzT6FgLVaE0uG1V42/tt6a0fKPVxqDdVg9V577C8WipVe6TbmPUoKipkyo3UfMH4/HA/X19dz3gwxAdzfLgPCcjUXdV2wxa96KSFckTRZfarGmUast8eYlq9lY8cxK1KN8xPpM9Uyn3lD0XA5kiOyQs4N819mh7iu2mDVvZRvYycL5inUKPsvGNp4ZRXo+s2iaemgZxdnUAqtumXggPX0hZ0cDvCM7BGF0eJVn0Y1VKH3ZHE8jafDUUavF0/kiPf0hZ0cDvPfGIghCHaI/EkTrE+wxe+RDD714o6EsIWdHAyKcHaNVorJ9jZlRW6Q+6ZpDi6eeWSNcMmjKBu9ojRbI2dGACGeH9zTTeJGtn12kNu9uEx6Qrjm0eOqJeHaJoikbMjt8hpl63tjYCDfccANkZWWB3W6HoUOHwkcffeT7HRFh6dKlkJeXB2lpaXDZZZfBnj17Au7R3t4Oc+fOhZ49e0J6ejpMnjwZvvzyS95JMTW8pl3z1lJQps8WFxdH1WY5jVJE2mXUZT2dmeUU+0haAOZJG888BPgh306cOAFOp5NrORX1bshELNPNpYOP7xWa5uZmdLlcOGPGDHzvvffw4MGDuHnzZvziiy9853g8HszIyMB169ZhbW0tTpkyBXNzc7G1tdV3TmlpKebn52N1dTXW1NTgqFGjcMiQIdjR0aHKDp6RHbfbjTabDYuKihKuq0bm8LqWr7fKykp0Op3odDqlTIsRNYOJ9Wua9bPXQ9eMUSUeOhRhIUJhiG6shQsX4qWXXhr2987OTszJyUGPx+M71tbWhg6HA71eLyIiHj9+HJOSkrCqqsp3TmNjI1qtVty0aZMqO3g6O8pOwDabjblWOMzedRCLjqzTZxM1bM9rzZd4tGLVNeN4ITPNFiOMhSGcnfPOOw8XLFiAv/nNb7BXr144dOhQfPzxx32/HzhwAAEAa2pqAq6bPHkyTps2DRERt2zZggCAzc3NAecMHjwYlyxZElK3ra0NW1pafH8NDQ3cIztutzvkv3kgOrLjdruZ6pup4k3UyE6siC7bRswzvUiUvDeznhHLsSGcnZSUFExJScFFixZhTU0Ner1eTE1NxaeffhoREbdt24YAgI2NjQHXzZo1C8ePH4+IiGvWrMHk5OQu9x43bhzOnj07pG5FRQUCQJc/EVPPZYj08EaGyAFBEPpi9ohxIugZsW42xADlzs5OuPDCC+G+++6DYcOGwZw5c2DWrFlQWVkZcJ7FYgn4NyJ2ORZMpHMWLVoELS0tvr+Ghob4EqIBr9cLWVlZkJWVBV6vF6699lqw2Wxw7bXXcrNBNEYe8BdtIKbs+yHFqjF16lRuWv4aLNLI6xnKvGdUvLaFul7Nex2PbrhrI+nq8QzU7qXG6nmbfXIIN7i4XmHo06cP/va3vw04tnLlSszLy0NEdt1YwYjY9Rw4TTs3awhUVLg12peP2b7CFA0lAslDy1+DRRp5PUOZv5LjtS3W6+PRjeVaPZ6B2nvI/LzNjCG6sdxud5cBygsWLMBLLrkEEX8coLx8+XLf7+3t7SEHKK9du9Z3TlNTkxQDlEM1yJWVlWi1Wrk5O2ZrfEVo+RPNyTKbw8drnJW/VvD7orcur2co8/iHeG2L9fp4dGO5Vo9noPYeMj9vM2MIZ+f999/Hbt264bJly/Dzzz/HNWvWoN1ux9WrV/vO8Xg86HA4cP369VhbW4tutzvk1POCggLcvHkz1tTU4OjRo6WYeh6qQXa73WixWNButzOv1Fnel5UWz4qFKieCIAhjYwhnBxHxlVdewUGDBmFKSgqee+65AbOxEH+I7lRUVGBOTg6mpKTgiBEjsLa2NuCcU6dOYVlZGTqdTkxLS8OSkhI8dOiQaht4RnbCDUimEOgPJEJ0iCAIgtAHwzg7MiBiUcE+ffoETDlP1ChDcLqNFokiCCMh8n1jqSeqW042zPI8tUDOjgZE7I2ViFPOQ0HRFTlIFCdThsqZBWrTFfy+sXj/Itmip56/Trz3jXS9kd4NNfmgZ3p464WCnB0NiHB2RCwmKCNmbXyMRqJ0H5rVuVabLh6RHV6Og79OvPWpXg4aD2clXv1QGiwHnLN+58jZ0QBvZ4caePlI9GdipK9Xo2qzRKZ08bJFz8iOWp1o8HBW4iWUhiz5Fwvk7GiAt7Nj1q9LI0PPhDA7ohwi3g24SMddlLPC6p4yOdHhIGdHAxTZIeiZEGZHlEPPW5ennog8NXv6tGKI7SISDWWriMWLF0N5eTmUlpaKNikqsi55r/ey86WlpVBXV2eIZ0IQsSBqKwDeumbfXsHs6WOFBRFRtBGiaW1tBYfDAS0tLZCZmclMp7CwEOrr6wEAwG63Q69evaR3ehSbXS4X1NXViTbHRzx2yZomgogHr9cLHo9H+jqFIPREbftNkR2OlJeXg9X6Q5a3tbVBfX09eDwewVZFRlbPPh67ZE0TQcSDx+MxRJ1CECKgyA7wi+wAAPz0pz+FDz/8EPr06QMWi4W+wgiC0AWK7BCJCEV2JGXnzp0AANDY2EhjRCRHxvFKomzirZso6dQTGndGEBHgMFhaenjOxioqKkIAwKKiIuZaRkXEzCjea0+E04xGPDbFMz03Ft14nmM4PdZlwwizTxIFmiEZGsqXQGjquQZ4OjtKZWqz2aiwhkGW6ZwyNqx6ORBatUU6ZnrdMx5dQj165aGWZ22k5xbvasVOp5NrvSE75OxogKezU1lZ6dsXi74eQyNLZMdsmrwXXuO5+BnBFhGrCLvdbuaaRlrtWbnO6XRGtTk4XWaOWJKzowGRiwqaeVVTUXpm1RKhRxCI8u8PFasmLyfAXyfeyE4szp8MbQ4ryNnRgIiNQBVEedy8dXnqmVVLhB5BIMr1AaGnLazSJXobiUh6ZqtDyNnRAO9uLN4vQTQ7jNqlYTYtNffSS8+MESmjPnfZ9GR/VlobaxF1rGKjmi4nvTWj5QtFdhIYXs6O/3gdmQYom83TNyoUkZJfQ4QWbz3Zn5XWxlpE/RbPYOJ4NWVpV3hBzo4GeDk7ykun/MniXCTqS+KPDHlgtq933nqUf8bRMlt6ZNROFMjZ0QDPyI7T6US73Y5Op5MqE4n09Pr6M0PlZoY0KIhOixneDSNoa4VX97NMY3VYaYqGnB0NiFhnh3VUx2xhb9Z6er28RuoSDJdmI6UhGqLTYoZ3wwjaWtHT1kj34pEn/hpmbF+iQc6OBkQOUDa6Dm8tEXpakNm2YMJVWEZKQzREpyWR3g3Rea2FRI7s6GETz8kU0SBnRwO8nR2n08m8G8ssmM05lKnxY2mLkRo+f4xqN0GoxWzRH3J2NCCiG4v3tESjYrYXM1G6NWQKc2vBqHYThFrM9mGntv2mXc85U15eDk6nE+x2Oxw/fhzq6+vB4/GINktalPw6ceIE052oy8vLweVyQXl5OTMNnjqi9ETrxotR7SYItZSWlkJdXR2UlpaaQkc1TF0ugyBiBWXlC1Km9XZkhXdemXG8k4zdMzLahCivXQRBdEVt+21BRBTrbomntbUVHA4HtLS0QGZmJlMtr9cLHo8HiouLYfv27VBeXi6P5yspXq8XysrK4MyZM+ByuaCuro6pXmFhIdTX15tKi2ea1CKjTQDy2kUQRFfUtt/UjcUZj8cD9fX1sH37drlCfBJTWloKjz76KLfuheLiYrDZbFBcXMxcy6zdZ2qQ0SYAee0iCN54vV4oLCxkOoSAFxTZAb6RnalTp0JVVRWkpaXBQw89RM6OhNCXPUEQhDHqQorsSMr27dsBEeHkyZM0MFkDPL8w6MueIAjCXHUhOTucUWYXOZ1OUxQgXijdf4sXL2bu9ATPIjByKFeL7SLTKULbyM81Hnim26xavPVEldXS0lIoLy8Hj8dj/PeE/Vhp+RExG4vQhjJDhscuwsGzcYy89ooW20WmU4S2kZ9rPPBMt1m1eOsl2rupBUOss7N06VKwWCwBfzk5Ob7fERGWLl0KeXl5kJaWBpdddhns2bMn4B7t7e0wd+5c6NmzJ6Snp8PkyZPhyy+/5J2UqIjyzM2iq0Rbli1bFhBWZZE+JYqkdDP6h3KNFv3QEobmHbL2T4+IcLmZQvRa4Jlus2rx1hNZVk3znujpYX333Xeazq+oqMCBAwfi4cOHfX9Hjx71/e7xeDAjIwPXrVuHtbW1OGXKFMzNzcXW1lbfOaWlpZifn4/V1dVYU1ODo0aNwiFDhmBHR4dqO3hEdhJtJVsjr0gcaZ0VVulSs7aLLF9YsaxDE+oa3ukRsX6OTNuDGFmLIMLBbLuIkSNHYkNDQ5fj//73v3HAgAGa7lVRUYFDhgwJ+VtnZyfm5OSgx+PxHWtra0OHw4FerxcREY8fP45JSUlYVVXlO6exsRGtVitu2rRJtR08nJ1we2Kx3p9IxD5cPHXNouXf8IcrE3qXlVjvp9VJqaysRJvN1uUarfrxpj8RusoSpWsl0ZDBsZTBhlAwc3YmTZqEPXr0wOeeew4REc+cOYMVFRWYnJyMd9xxh6Z7VVRUoN1ux9zcXCwsLMQpU6bggQMHEBHxwIEDCABYU1MTcM3kyZNx2rRpiIi4ZcsWBABsbm4OOGfw4MG4ZMmSsLptbW3Y0tLi+2toaOAyZkepHPxXAmZZYZg9qsNbj6WOf0Uiu47WSi9UuY+FePOFIjv63ld042fm58lr3KCW9Mjq3DLdCLSyshLT09PR7XbjJZdc4utG0srGjRvxn//8J37yySdYXV2NI0eOxOzsbPz6669x27ZtCADY2NgYcM2sWbNw/PjxiIi4Zs0aTE5O7nLfcePG4ezZs8PqVlRU+Dbj9P9j7exUVlaixWLxbQKqHGMZ2Yl0b54VI0tts225wFJHTQRJb/TSEd24JjIyNnRmjtQF67Aq+1rSI+v7x3zX8/LycrRYLJiUlITbtm2L9TYBfPvtt5idnY0PPfSQz9lpamoKOGfmzJk4YcIERAzv7IwdOxbnzJkTVkdUZAcR0W63IwCgxWIRXmhEVmAyVp6JgKwVFiE3MpabRIrsiNKR8bkHw8zZaW5uxquvvhodDgc+/vjjeP3112N6ejo+9thjMRvrz9ixY7G0tJRpN1YwPKeeK1OnZWjoRRZkI7xEBEEQiYwRPkqZTT0fNGgQfPXVV7Bz506YNWsWrF69Gv72t7/BH//4R5g4caLW2wXQ3t4O+/btg9zcXOjbty/k5ORAdXW17/fvv/8etm7d6tuzaPjw4ZCUlBRwzuHDh2H37t1c9jWKhQkTJoDFYgG73S5kKp//dN/gxfN46QJ0XbiPlY6sGMVOf8y88J/ZdHhpmS3fjKITy/WxLl3hdDrhxIkTmm2Vro7T6kXdc889eObMmS7HGxoacOzYsZrudccdd+Bbb72F//nPf/Df//43lpSUYEZGBtbV1SHiD1PPHQ4Hrl+/Hmtra9Htdoecel5QUICbN2/GmpoaHD16tJRTzxWUbiy73c5cC1H8Ank8FwNENMaXCKJx7PQnkcZIGF2Hl5bZ8s0oOrFcH6sm7+u0wnzMDiLiqVOn4rnct25OUlIS5uXl4dVXX4179uzx/d7Z2YkVFRWYk5ODKSkpOGLECKytre1iQ1lZGTqdTkxLS8OSkhI8dOiQJjt4OjtWq9XXjcWjPzZ4yi/vAdFKgXc6nWF1levcbrcq2yKlQUsfNOuutEhabrcbbTYbut1uJnqRjul5/3iv4z1mIFy+yzJGQs9780iTGfJNrY4M71I817N4f1lcpxVmzs6ZM2fwnnvuwby8PLTZbL6p4nfddRc+8cQTsVkrGJ7OTlFREbcxO0o0xWq1chkbo+gpM80Q1RV4xSEKtRZLpPMjOVDRrnW5XJq+PGJ5cSNpxfrVE8mOUPfU++sq3nzQ8lusepFQypjNZmOupQY9NSPlpZkcH1F6er9LhD4wc3buvvtu7NevH65evRrT0tJ8zs7atWvxZz/7WWzWCkbUAGU9v+ojaYlwdrRURLFGdmLpGos1shNLRRdJK9aKWmuDpneDEG8+aPktVr1IRIqoiWjMQn0gxIpWR1hveOcfbz2aVCEnzJyd/v374+bNmxERsXv37j5nZ9++fXjWWWfFYKp4eDk7lZU/rrPD4yUN1Y3FWk+pDHhURDwrH1kqOtF2xKPPM/Qey/1jcdDjDe3r6eyo0VX7QRGPRqR78+wKMmI0K9z9jKrD6p7+MHN2UlNTfQOI/Z2dPXv2YHp6egymioe1sxMcibBYLNy2cBDVOIpulAn5kLEbIFab9Lou0bpieOobMZoV7n5G1WF1T3+YOTvDhw/HZ599FhEDnZ2lS5fipZdeGoOp4mHt7CgP23+MiUzOQKI4RImSTlmRMR/MOmiT9M0d2YlXV2tkh3dEVwvMnJ2XX34ZHQ4HejwetNvt+MADD+DMmTMxOTkZX3/99ZgNFgmvyI6/k8NrKrYaRH3t8dZNlHQSBGFuEqXuVAOzRQUnTZoEa9euhY0bN4LFYoElS5bAvn374JVXXoFx48ZpvV1C4L+Ansfjgfr6egAAcLlcUF5eLnzxpfLycp8tRtLVmm96plOLtqj8JQjCnPCqU5R6rri42PB1mAURUbQRomltbQWHwwEtLS2QmZnJVGvq1KlQVVUFaWlp8NBDD0FpaSkUFhZCfX09uFwuqKurY6pvJkTmGz0zgiDMjhHqObXtt+bIDhEf27dvB0SEkydPgsfjAQD68o8VkflGz4wgCLNjpnpOVWSnR48eYLFYVN2wubk5bqN4wzOy4/V6YfHixQAAsGzZMi77UhEEQRCEGVHbfndTc7M///nPvv8/duwY/OlPf4IJEybAJZdcAgAAO3bsgNdeew3++Mc/xmd1gpCRkQHl5eXk6BAEQRAED7SOfL766qvxL3/5S5fjf/nLX/DKK6/Uejsp4LmCcqhR7SKng4qeikoYByor5kHGZ5lIS0OYWZN32phNPU9PT8fPP/+8y/HPPvuMFhVUQWVlJTqdzoBFBUVO65N5SiEhF1RW2MKzkdDyLHnZFUv50sM2EeXazJq808bM2enTpw+uWLGiy/EVK1Zgnz59tN5OCng6O4jiV1H1R8YvPEJOqKywhWcjoeVZ8rIrlvKlh21mjrKI0DRNZGfVqlVotVrxiiuuwHvvvRfvvfdenDhxItpsNly1alWs9gqFt7MTKrrDSzfRnCpqoAmjIGtZldUuRLlt402i1rFq2++Y1tl577334JFHHoF9+/YBIsL5558P8+bNg4svvji+AUSCYD0by+v1gsfjCRiULGL9gkRcl8YI60QQBEHES6LWsUzX2bn44othzZo1UFNTAzt37oQ1a9YY1tHhgbJqssfj8a1I2atXL7DZbFBcXMzNjuA1E3iu3BxpvQaWdsS6TkSsNolcDVuUzVqv1zOPIt1L9MrkemKmtBgRI7zXRl0JnxuxhI3OnDmD+/fvx3feeQe3bt0a8GdEWHVjKeE9t9vtC/Mpfcw2m034YE9ZBpzKYoc/sdpkxMHm8dqs9Xo98yjSvWQsV7FixLSI7t7QQjRb9c5/nmOmjPQcYoHZmJ0dO3Zg37590Wq1osViCfizWq0xGywSVs6OfyENdnz8HSBRyPISyGKHP0bc1VqUzVqv1zOPIt1LxnIVK0ZMi5EctGi26p3/WvImXm0jPYdYYObsDBkyBK+55hrcu3cvfvPNN3j8+PGAPyPCOrLjH9Exa4EjCILwx0gOGm9beeoZ6TnEArMByunp6fDxxx/DT37yk7i6z2SCx3YRtE0EQRAEQegLswHKF198MXzxxRdxGZeIlJaWQkZGBjQ3N/s2ACVCI3owpmj9RIdn/ot41rw0jTCo1si6iZBGU6E1ZLR+/Xo8//zzcdWqVfjhhx/ixx9/HPBnRHitsyNqfR2jIbrLT7R+osMz/0U8a16aIsuxKG2zlx2RurLCbMxO8KBkZWAyDVBWBxXU6IjuYxatn+iYfTyDWVeylUHb7GVHpK6sMBuzU19fH/F3l8ulLbQkATzG7CiEWmCQIAiCIAjtMBuz43K5Iv4RkSktLYW6ujpydCRDdD+4aH2CIAgzo8rZefnll+H06dO+/4/0RxBGxH+V60TUJwgeyD6AOB77RFzL6zreq6wzQU2fmMViwa+++sr3/+H+aMyONsy8tgNvTREL4+k52FyGxfFY6oRaTZwlbrcbbTYbut1uZhq80sTj+fMqY06nEwEAnU4nU53KysqYVqmPZ7G/eMZjxnJtrGmMRS/esaYsx6oyG6BsRkQ5O7wHK9PME/31YtXkuVy8WljoKOlUGjke26RUVlb6no3NZmOmo+SX1Wpl2oCzfv7xNJpaUcqB3W5n6lwpeWaz2Xwaat65eN7LeBzGUNeq3cLCP43x6Ol5vt7XR4KcHQ2IcHZETEOnyI6+evE8v3i+IFnBQkdJp9Pp5BbZ8XdEeUR27HY7U2eH9fOPp9HUSrDzy9KBC84zvZ1GXs8lnL00K+sHyNnRAM91dpTCKSLKYhQS4SWWKY08uq/M6GCL0tMbtfbrmc5EKBfxYjR7RUHOjgZ4OTuKg2O329FisaDdbqeCHAKRjmAiVjA8v+wVYgnbi0BGm0RBH2iEjBjO2bnvvvsQAHD+/Pm+Y52dnVhRUYG5ubmYmpqKI0eOxN27dwdc19bWhmVlZZiVlYV2ux0nTZqEDQ0NmrR5R3aUPn6W4wmMjMgGJhErdJ5jNhRC5bOMeS+jTaIgx4+QEUM5O++//z4WFhbi4MGDA5wdj8eDGRkZuG7dOqytrcUpU6Zgbm4utra2+s4pLS3F/Px8rK6uxpqaGhw1ahQOGTIEOzo6VOvzHrOjzBQpKioSUnmIrrRE60ci3lk8saZNdJ7I0PXDYwZVJP1Qx800E0oGfVFpFZ3HRkRE92YsMHV2zpw5g/v378d33nkHt27dGvCnlRMnTuCAAQOwuroaR44c6XN2Ojs7MScnBz0ej+/ctrY2dDgc6PV6ERHx+PHjmJSUhFVVVb5zGhsb0Wq14qZNm1TbwNrZCRey5/01zWtwYDR4d5vwnPkU69RaiiDIsa+RiOcg+tnLkO9m1TUyavNMdN4yc3Z27NiBffv29e2HFe86O9OmTcMFCxYgIgY4OwcOHEAAwJqamoDzJ0+ejNOmTUNExC1btiAAYHNzc8A5gwcPxiVLloTVbGtrw5aWFt9fQ0MDU2cnUsie5zgJRVOZGSPyS5Kno6flZYz3KyVWZ0f015EMyBBhSMSBszLku1l1jYzWyA6vNbSCYebsDBkyBK+55hrcu3cvfvPNN3j8+PGAPy0899xzOGjQIDx16hQiBjo727ZtQwDAxsbGgGtmzZqF48ePR0TENWvWYHJycpf7jhs3DmfPnh1Wt6Kiwjc11f+Pd2Qn0SpVUbaYVYsgCEIWREV4mDk7drsdP//885gNUzh06BD27t0bd+3a5TsWytlpamoKuG7mzJk4YcIERAzv7IwdOxbnzJkTVpt3ZMcfagzlwOwOkFnTZ1YtsyAyz+h5qYNVPonKf2bOzqhRo/Bf//pXzIYpvPDCC75uHOUPANBisaDNZsMvvviCWTdWMDxnY/Eep0OExuzjFMyaPrNqmYVQecarEfTX5qVpROdba7mW3Ylk5uysX78ezz//fFy1ahV++OGH+PHHHwf8qaW1tRVra2sD/oqKivCGG27A2tpa3wDl5cuX+65pb28POUB57dq1vnOampqkG6CsoBQyi8XCdeVkoit6vcBq7sNTSw9NrdcaMS/V3J+llllmeamZvaaH06i1bPBwVGUeexgJreVCdqefmbMTbgNQPTYC9e/GQvxh6rnD4cD169djbW0tut3ukFPPCwoKcPPmzVhTU4OjR4+Wdup5ZeUPWwwo6+zIWngI9Rgt0qCmohNVuclQqfKygYcOSw0tMzv1cLqUtKid0BGvppb3JJ5JJrw+YOK5jyxjTsPBzNmpq6uL+BcPwc6OsqhgTk4OpqSk4IgRI7C2tjbgmlOnTmFZWRk6nU5MS0vDkpISPHTokCZdnuvsKJWD1WqVoqAQ8WG0MLaaBjCRZ8yYqfuDpYZSjvSa2RnNVpZRlFijUbzeR72JpKk2TTJ8mCgYalFB0fB0dpRNA+12O3MtgghGBociGkawMdHR+xmJdMJDaZvJ6dWiqdaJkekdZersfPHFF1hWVoZjxozBsWPH4ty5c/GLL76IyVAZIGeHCIdML3WiINNXI8EHmsUVP3qkw4h5obb9toJGXnvtNTj//PPh/fffh8GDB8OgQYPgvffeg4EDB0J1dbXW2yUcqampAf8l5Mbj8UB9fT14PB7RpiQM5eXl4HK5oLy8XLQpCY/X64XCwkLwer1MdUpLS6Gurg4AgIsewI9pAwCoq6uD0tJSbpos0hdrXeVvk/IceOQFd7R6UUOHDsWFCxd2Ob5w4UIcNmyY1ttJAc/IjhE950Qm1ucl83OWyTaZbBGFzHnAu1uDZ1RPtvEy8RLrMzB6JJVZN1ZKSgp+9tlnXY7v378fU1JStN5OCnhvBEqYH5krEJlsk8kWUcicB7wHrIbTY+EQiljqQFQ6ol3vdDo1LYcik4POzNkpKCjA559/vsvxtWvX4tlnn631dlLAc+q5LAWE+AFWz0TmZy2TbTLZIgoz5AHrNPB2CLVMrY90fbT80HNGV7iZcSyWmwg+PxaHSS+YOTt33303nnXWWejxePDtt9/Gd955B++//34866yz8N57743ZYJHwXlRQxi84meBZ+SvPhMeGrLwbNaM2ojRYlQiG93NRnBy73c60a0iPNiGaY6ZGQ2v+Bp+vaIho35g5O52dnfjwww9jfn6+b1HB/Px8/POf/4ydnZ0xGywSiuzIBU+nkOX6HcHwdnaN6lyLtNuoeUboi+I4OJ3OmK7nGdmJdi9eazqZKrJz+vRpfOqpp/Dw4cOI+MOWD/6rGRsVGrMjF2aNgJg1XXpDkR1CNFQOjIPa9tuCiKhl9pbdbod9+/aBy+XSNOtLZlpbW8HhcEBLSwtkZmYy1fJ6veDxeKC8vNyc0/sIgiAIghNq22/N6+xcfPHFsHPnzriMS2Ro3RaCIAiC4Es3rRfceuutcMcdd8CXX34Jw4cPh/T09IDfBw8erJtxZqS4uBi+/PJLKC4uFm0KQRAEQSQEmiM7U6ZMgYMHD8K8efPg5z//OQwdOhSGDRvm+y8Rmddeew3OnDkDr732GlMdXiuf8tTimSZeiEoTb10jPjszvkMEEQ6zl0HNY3bq6+sj/m7EsTw8x+ykp6fDyZMnwW63w3fffcdMp7CwEOrr68HlckFdXR3TsULBWqzgpcMTUWnirWvEZ8fTZiPmD2EujFoGmY3ZcblcEf8IOQjeX4jlWCFeexmZcc8kUWnirWvEZ8fTZiPmD2EuzF4GNUd2nnnmmYi/T5s2LS6DRGDGyE4wNAuMIAiCMBuq22+tc9rPOuusgL/09HS0WCyYkpKCPXr0iGGWvHh4rrMTarEqWdZ0kMUOgiAI1phxfS0zpikazFZQDsVnn32GY8aMwU2bNulxO+7wdHbcbjfabDZ0u92+Y7Ks2iqLHWqQ6WXTCxFpMmM+6gXljbnhVd/xrFfNmKZocHV2EBE/+OADPOecc/S6HVd4OjuhCokslaosdqhBppdNL0SkyYz5qBeUN+bGjFEQM6YpGtydnZqaGszIyNDrdlwRHdmRFZlfHF67lfN8qXmVDf80sUifWbbFiPe+ZskHWfQIIhTMnJ2XXnop4O/FF1/EyspKHDhwIP7yl7+M2WCRiIjs8NhlO14SMSQabAuFoOW7v2g9tYjKB7V1S7zOSrj0kRNE8ISZs6PsdK78Wa1WzM7ORrfbjU1NTTEbLBIezo5SARQVFSEAMK0E9fpy5/Vlq2dEI970Bu/cG+l+elfq0fJBLz0191HOcbvdzKNuoiIorBtlEZEWm80WtW5R7FImS8RaD4VKn1obRCGDIyaDDTLZES/cu7GMDA9nx/+ri3Vkx/+LS+RXr1ptPW2M515ar9U7b6PdT0SUiUfD5Z8unhWwrBGheFCTf0q6nU6n7nmtNbrEG72feSzlNV4b9HpH1Nohu1PE3Nlpb2/HTz/9FE+fPh3rLaSBZ2Qnli/lWLVYjcmIxQ49ztNTU49r9c7baPcTMdCRd3nl6YDIXomzgmW6Zc9Tve2Lpbyy6j7Uilo7RH2MqIWZs/Pdd9/hTTfdhDabDW02Gx44cAAREefOnYv3339/bNYKhueYHRkLC0HIAr0fhJEQUV5FDkSXMRrKzNmZN28eDh8+HN955x1MT0/3OTsvvfQSDh06NDZrBSN6UUHExKjkzT5bJBGeoZExQpST1T1liZ4SxkbGZ8/M2enTpw/u2LEDERG7d+/uc3Y+//xzmnquArvdjgCAdrs94LiMHrPe8E6j2fViJRG+RkMR6fmwti/WshHJLi331LNsGqWcE4kBM2cnLS3N5+D4Ozu7du3CzMzMGEwVjwzOjgyNAWvMHmkxyjMU0VjJ0EDq5TjorR0JvRw0iuwQZoWZszNixAh85JFHEPEHZ+c///kPIiLedtttOGHChBhMFQ9PZycpKQkBAJOSkphrEUQoEjWyEwlZ7ZPVLoKQBWbOzrZt2zAjIwNLS0sxNTUV58+fj2PHjsX09HT88MMPYzZYJDydHavV6ltnx389F1FQZRoZs+WP2dJDEERio7b9tobfDz00xcXFsG3bNjh58iT0798fXn/9dcjOzoYdO3bA8OHDtd4u4SgoKPD9f3NzM3g8HiY6Xq8XCgsLwev1RjzP4/FAfX19zHao1YkXXjrBxJs/eqBn2iOlh2ceG7HcRLqXqPSw0BX1ronSDYds9hBxwsn5khqekR1lkTZgHNlROwZBljUfZNEJRoZIiJ5pFzluRYQWr4G5otLDQlfUuybDuC5/WNkjQ50ikx3xYogVlFeuXIkXXHABZmRkYEZGBv7sZz/DjRs3+n7v7OzEiooKzM3NxdTUVBw5ciTu3r074B5tbW1YVlaGWVlZaLfbcdKkSdjQ0KDJDp7OTp8+fRAAsE+fPkx1eBVks+nIiBnzWOY0hbsm0r301NFyjdp78B7MzCs/4rkulvvqoaXGieLxfih2sF7tmnVadHd2lH2wIv3ZbDZNRr788su4YcMG3L9/P+7fvx/vvPNOTEpK8jk0Ho8HMzIycN26dVhbW4tTpkzB3NxcbG1t9d2jtLQU8/Pzsbq6GmtqanDUqFE4ZMgQ7OjoUG2HiDE7VquVuVY4EtlxIORFloHTvCIM4dbcYgHvqIlRo4TRyqAeWpWVXffgi1VHrQMeznHTYzuYaDqsy4Luzs6LL74Y9u8Pf/gDpqWlYWpqatyG9+jRA5944gns7OzEnJwc9Hg8vt/a2trQ4XCg1+tFRMTjx49jUlISVlVV+c5pbGxEq9WKmzZtUq0pw9RznsgWLiYIRHmmxPNyung6O2ZehkFPrWhlUC8tvXQi3cf/t3Dn6R2pClWmDRfZCcW+ffvwqquuQpvNhtOmTcP6+vqY79XR0YHPPfccJicn4549e/DAgQMIAFhTUxNw3uTJk3HatGmIiLhlyxYEAGxubg44Z/DgwbhkyRLV2om2XYQMNhBEMLJEdhJBmwiNzN2rWu8TLeKil43+5/F04BWYOjuNjY04c+ZMTEpKwpKSEqytrY3JSETETz75BNPT09Fms6HD4cANGzYg4g9T3AEAGxsbA86fNWsWjh8/HhER16xZg8nJyV3uOW7cOJw9e3ZYzba2NmxpafH9NTQ0cHN2CIKQFzM6IEZLk1HsldlOXmOLWOhqhYmzc/z4cV+X1SWXXIJvv/12XEYi/rB7+ueff44ffPABlpeXY8+ePXHPnj0+Z6epqSng/JkzZ/oWLwzn7IwdOxbnzJkTVrOiosI3I8r/L1EiOwRBhMaMXbxGS5NR7JXZTj1sU9NWydCe6e7sLF++HJ1OJ55//vn44osvxm1gOMaMGYOzZ89m2o0lMrIj8wtCEIlOrLOdZMZoaTCKvTLbycs2GdozJrOx7HY7Tp48GX/1q1+F/YuX0aNH4/Tp030DlJcvX+77rb29PeQA5bVr1/rOaWpqknqAclFREQIAFhUVIaLcL4yCWQc3mk1HVn0jI0NlThCyIkPdoruzM336dJwxY0bUPy0sWrQI3377bTx48CB+8skneOedd6LVasXXX38dEX+Yeu5wOHD9+vVYW1uLbrc75NTzgoIC3Lx5M9bU1ODo0aOlnnquTPVT1jbQY+ofa3hX+Lz0zKYjq76RkaEyJ4yLLOVHFjtYYIhFBW+++WZ0uVyYnJyMvXr1wjFjxvgcHcQfFxXMycnBlJQUHDFiRJfB0KdOncKysjJ0Op2YlpaGJSUleOjQIU12iIrsKI0Q60Wd4oUiO8bQkVWfIBIVWT40YrXDCHWHIZwdWeDp7PhPzTNCQSIIgiBiQ5Y6PlY7ZHHWIqG2/bYgIkbZPsv0tLa2gsPhgJaWFsjMzGSqlZycDKdPn4akpCT4/vvvmWoRBEEQRKx4vV7weDxQXl4OpaWlwu8TCrXtt+Zdz4nY8Xq9cPr0aQAAOHPmjGBrCFHIuJuyjDYRBCGW0tJSqKurAwCIq37weDxQX18PHo9HR+u0Qc4OR/wf9IUXXijQEkIkMrz4wchok2h4OoA8tHg7tCIcaDM57TKlJVz9oNbG8vJycLlcUF5eztLMyHDpVJMcXmN2jDL7KhERsZeP2+3m3p8fLp20bUJX1IxX4LVXkh76Zp1VKVqTFTKlJVw5k8FGGqCsAR7OjsgGTjZk3CQw3pc2ljTFo6nngMNo92L9vBSbnE6nVOVCzTl6OUR6PU+WeyVpxe12+9ZnY6nDI10iZqRG2xmdla6WdMrwoULOjgZ4ODuRKkUZCgxPeH4NqNWK9xnEkqZ4NPWMBES7F+vnpdikzFSUqVxEQy+HSC99tVo83kFFg5eOLBp61Oe89WLRlQVydjTAM7ITqkAasYDFg4yRHaPosNATHdnhrUNafGziFZ3glRa1GnrU56K6J4344U1TzzXAc+q5gv9UPABgNi2PIAiC4AfLadYy6MmG2vabnB0Q4+wUFhZCfX09uFwu39Q+giCIRIVno53oDgJvaJ2dBMN/ml55eTk4nU44ceKE0KmFMk1v9EdWuxIN0dOvWeiHu6eeWrzyzUxT1hcvXgz19fWwePFiZjYp1yla0ZZaiFdH7XXx5DEvLS3XBZ8rxdIWHLrUpIfX1HOlb1XZC0uGsToy2BAKWe1KNHg+h1BaLPTD3VNPLV75FklH9LR4rTb4b6Wjt03Bg+DVzvyLJe2xLDESax7z1NJyXfC5LMcC0QBlDfBcZ8disXDbG4vllFfWyGqXLPAeNMxjyYRQaWKhHy7v9NTi9e7xmPgQj51aHBgtOlptUvJC6/IGsaRd0dKywXO8Sw/w0GL5fOKBnB0NiNoIlDW8vi5jRZRDI0JXb00eX/Qi9aLps9Tk9d6w1hH9wRD8cScSGWfEsdAS/cxDwdomcnY0wNPZ4TUdE/GHRb1sNhu63W6mOlrwL/iinDERunpr8l7KQPTSCcH6LDXNONVehJ7yYWe1WqWZFm4G3UjI+IHL2iZydjTA09lB5Bfdkb3gJ1IlZdYvSxF6ojSNDu/6wOz1nIz1q4zvBUV2JIL3dhFWq5VLJWDUgi+D3YnQgMuQz8GY2SnUg3hsZpneSOOt9Nbj3XUTbYwXr/xkjRHfB0RydjTBc7sIZeS8lgFliURlpRybpZqhq0s2PTXwtEnG9EdDVpvN/NxkqQtYOyOylq1oqG2/aZ0dThQXF4PNZoNhw4aBy+WCRx99lBazCoHH44EzZ86AzWbzrS4tgvLycnC5XFxt4K0pIo3R4GmTWi2Z1nyS8ZkByPncjKoXTpP1WjWyli3d4OR8SQ3PyI4yOJn3brZGwaih1ETHbIN6eQ2kN3N3BXVJ6ksipDEWqBtLAzzH7CiD9lhVngQhAl4hcBE6ZpjmLkLTrF1bMjodiTTZIxhydjRg1qnnRGJC0QLSkUHTrJEdGce2iLJJhrwgZ0cDvJ0d0Z5woiJL3tNAQ4IwLrLUI/6IWFNNlg93cnY0IKIbixoi/sjiBLC2Q8bKmDAmMpalROuyUaOrZ52iNp2y1Kfk7GhApgHKZg5ri9RWvkLsdrvw1av1TDOPLzqeX3Bm7foQoRcN3o2oXiRal40aXT3Lltp0atFkWfbJ2dEAz8hOtNkdIl4okRUaL21Fh9caPv7rKRldR8k7GtRqLL1o8G5E9ULmCIsZdFnosSz75OxogPd2EZEKE0V22Orw2L0bkV8ferAOi/ykyI4x9aIhmz2EeaHIjiTwdnaCoUqH0AvZogcEwRL6ODSnphbUtt8WRER9lic0Lq2treBwOKClpQUyMzO56xcWFkJ9fT24XC6oq6vjrk+YB6/XCx6PB8rLy2mFbsL0iKg7RdbXiZZeNahtv2m7CM6EWnre9Mt0E9woLS2Furo6cnSIhECWrRzMrG2W9okiO8A3sqN4yU6nEzIyMqT/AjdCpMAINhIEQRD6Q5EdSVE2BG1ra2O6qZtCvJsYxrr5HM/NE/XeIE+mjR9FIVseiLCHt6ZseU4QpoLD+KGw3HfffVhUVITdu3fHXr164ZVXXomffvppwDmdnZ1YUVGBubm5mJqaiiNHjsTdu3cHnNPW1oZlZWWYlZWFdrsdJ02ahA0NDart4DlAWVlU0G63cxn0Fe+A1VgHp/EcKKv3ADoa5CtfHiTCkgyy5TnBDtkH/WpBdFoMMRtrwoQJuGrVKty9ezfu2rULJ06ciH369MFvv/3Wd47H48GMjAxct24d1tbW4pQpUzA3NxdbW1t955SWlmJ+fj5WV1djTU0Njho1CocMGYIdHR2q7BDh7CjTeFkXEjUarKYr85xSztt20S84a2RLXyh7WNvIWzPcvfXSVHufePV4LTan9VpeWvEs1hiLjbyuCUc0J531e2oIZyeYo0ePIgDg1q1bEfGHqE5OTg56PB7fOW1tbehwONDr9SIi4vHjxzEpKQmrqqp85zQ2NqLVasVNmzap0hW1N5YsX3Ky2BELomw3cp6ZhUSI9uipqfY+8eppuT4eLa3X8tJSc244ByAWG3ldE45ozgzrd0Zt+y3VmJ2WlhYAAHA6nQAAcPDgQThy5AiMHz/ed05KSgqMHDkStm/fDgAAH330EZw+fTrgnLy8PBg0aJDvHFFE64NXxu8UFxdztiwQI4+2F2V7vLpmG5/BMz2KVnFxMZdn7582luUtXB7qpancp7i4OOKzilfP//po5SIerVDXRtLTWyuec8PNmozFRl7XhCPaDFBp2hcmrlYMdHZ24qRJk/DSSy/1Hdu2bRsCADY2NgacO2vWLBw/fjwiIq5ZswaTk5O73G/cuHE4e/bskFptbW3Y0tLi+2toaGAS2Qnl0fofU/7fZrNxDc+LwkjpYm1rqLIhW/5osUePrze1ev5aeudZqPvx0guXhyLGpOnVhRdPlCMWounJ9o4R8WO4bqxbb70VXS5XwMBixdlpamoKOHfmzJk4YcIERAzv7IwdOxbnzJkTUquiosK314//n97OTrQKo7KyMuReTazDfqIwUrpY2xqtUZUBLQ6ZHo1IpMbef7sKll3BocbU+W8xoree//3CbTGit2asY0pisSOe8SuxILpLheCPoZydsrIyLCgowP/85z8Bxw8cOIAAgDU1NQHHJ0+ejNOmTUNExC1btiAAYHNzc8A5gwcPxiVLloTU4xXZUYOIgZei4DVwUQ947W3lj+g0B8PbIYs2joFH1MPf2dHi7MWKiMiOVrtY22FWLTXaRtSQDUM4O52dnXjbbbdhXl4efvbZZyF/z8nJweXLl/uOtbe3hxygvHbtWt85TU1N0g5QRkzMAqkVpeIP7uJLFH1ZEdXwstqINDg9wZFXXg1upOOs9PTGqN1Rah34eDW1fCjEqhXrx4iR2yRDODu33HILOhwOfOutt/Dw4cO+v5MnT/rO8Xg86HA4cP369VhbW4tutzvk1POCggLcvHkz1tTU4OjRo6Wdeo5IoVQ1hOviM6I+74rEyBUXb+J9F1mNY9FLKxY9ng1trI6fnnVoLGPFWOrEo8XbSdLbjlgwhLMTatwMAOCqVat85yiLCubk5GBKSgqOGDECa2trA+5z6tQpLCsrQ6fTiWlpaVhSUoKHDh1SbYfoyA41TqERnS966fN2bsmZVg/Pr/V4NXk1gDwbWiNFInhqGv0DiWcdZAhnRxZ4OzvBUONkboxecRHhMWMDaMY0EfEj65hLte03bQQKfDYCDbdZpdfrhcWLFwMAwLJly2gjS4IgCEI6lE2sXS4X1NXViTbHB20EKhnhNqv0eDzQ3NwMGRkZ5OgQhAEx2wKRRGhEP2fR+tIsDhgjFNkB9pEd/+jNhAkTYPv27b4IT7iID0EQxkDWL15CX0Q/Z9H6skKRHYnwj95s3749IMITbaltgiDkxuhfvIQ6RD9n0fpGhyI7wCey4/F4oLi4GF577TUAoPE5vKEIGkEQhPmgyI5EKNGb7du30/gcQYQbM0XEh4gNQFlqeb1eyMrKgqysLOY6RhvnYxSbRdlplPxJWJjPCzMAvKae0zRLcbBchTeR4blsAg8tRYOXjpGWmzCKzaLsNEr+mA217TdFdjiiRHgAgL4AOFNaWgoZGRnQ3NxM0R0d4TmOgIdWeXk5OJ1OcDqdzHWMNv7CKDaLstMo+ZOwcHK+pIa2i0gMzLgom5FsMRtmXSxSdJkRrU8YC1pBWQMitosQ2aVClQlbZHJmZbLFbPDOW156osuMaH3CWFA3lqQos4IAQFiXCg3WZYtM4WyZbDEbvPOWl57oMiNanzAnNPUc+GwXoaAsDGWxWKBHjx5CpqDTNGyCIAjCDNDUc0kpLy8Hm80GiChsCjotZBgas04dNVO6zDbVnaeOKD2CkAIefWqyw3PMTmVlJdrtdrRYLGi320072FCEbryaLMYKyJD/rMdA8Eyj0+lEAECn08lNy2q1Mk0bzzQhmmdMjMxjD2V470XcT0S6aYCyBng6O/7rePCocBJpzYl4NVm8qDLkP+sKiGcaRTg7rNMWT5piebZ6lQfRs8NYljsZP5xE6Gq9n4h0k7OjAd6RHafTiXa7nctsLLN8YciqGY1EyH8za/GYNRlPmkRGaXhph9NhWRZk/HASoUuRHZMhYup5uAIhY4NNEISciKwvREd2zKZJxAY5OxrgvV2EErYO9dUg8kuNEA9VsoSCkcqCkWw1GpS3kSFnRwO8nB3FkXE6nehyudDtdncpxDwKtllCrEa0JZouC2fXrCv98tISlR5WHz68xqaZ+dnw1GH9ASxTvRwL5OxoQNRGoKKiOImmK5Mt0XTNMEiap55aLaOMi/HXYtUI8XKoeeSbjGVNbx0zTTBgATk7GuA9ZkdB1uiC2XRlsiVY12xfv7z11GrFU6HLmB7ZNXjpmO3Z8NQRpac35OxogPdsLFeYLqxEwv8FM/rLFg9G/6oSQSzlJZHLmFmRySmg8iUOte03bRcBYraLsNlscObMGXC5XFBXV8dUU0aUfHC5XAAAvv9PtLygrTu04192Eq28ED/CuxxE0qMyKQ7aLkJSlE3urr322oTe7M5/s79E3viPtu7QTiKXF+JHZNqIlcqkAeASZ5IcEYsK8lhQUNGj8CrhD5UJsciU/zLZIgtGzhMj2x4rNGZHA6K2i+Ax2p7GhBDBUJkQi0z5L5MtssA6T2So783kFJGzowHRkR2WL5eaQi2i4JvpZfNHpkGTel5jVkSWfRkmKVBZ6IqRp3rzmJ0oG+TsaEDEdhH++2PxqPRCvQTKsUgrOuulFYyeL5tMDgaPSsRfX2SlJbqh1ENfa/7pmWZZv8LNricaVunVcl8z5Tk5Oxrg7ez4d2XxaqhCVazKMWVFZ70KvppKXESjoReR9HhUIv76Iist0V+HeuhrzT8RTrpM5dsMemYlUfORnB0N8HR23G43WiwWTEpK4rbzOWLkyI7ILwzSM56+LHYkSver2cu36HJkFhI1H2mdHQ3wXGenW7ducObMGbDZbNDR0cFUiyAIgiDMDK2zIynXXnstWCwWSElJAa/XK9ocKfB6vVBYWCg8P0TbIVqfCA/PZ2M2LdKQU0cLsdgkXTq4xJnCsHXrViwpKcHc3FwEAHzhhRcCfu/s7MSKigrMzc3F1NRUHDlyJO7evTvgnLa2NiwrK8OsrCy02+04adIkbGho0GQH79lYNpstIftWwxFPXzPvsT88p43yDEtT10VoWA3ijwTPsRc8tEhDTh0txGITr3QYYszOxo0bcfHixbhu3bqQzo7H48GMjAxct24d1tbW4pQpUzA3NxdbW1t955SWlmJ+fj5WV1djTU0Njho1CocMGYIdHR2q7eDp7CiVptVqlb6i50U8DV+4F4rVlGyWDlHwdVoqi3idB55aWvREO3yKnWoG8es1G4ZFmsPdU28tXmMDg+/Jo5xE09DLBj3Twtsm//N4vbuGcHb8CXZ2Ojs7MScnBz0ej+9YW1sbOhwO9Hq9iIh4/PhxTEpKwqqqKt85jY2NaLVacdOmTaq1WTk7oR624uw4nc6w54hGdAOjx/VavypieZnDodcXjZa8iVdTSyWlR/pYz0SKpVyF0mL1DPQqI2rhpWc2HS1Es0lEXa/FWddTj+dzMbyzc+DAAQQArKmpCThv8uTJOG3aNERE3LJlCwIANjc3B5wzePBgXLJkSVittrY2bGlp8f01NDQwcXZCPfiioiIEACwqKgp7jmh42sRKywhTivWEZ3eeVq14bIv12lieJyvHO9RvvD8oeG1RwytdRvxIFFHX8+6GFfFcDO/sbNu2DQEAGxsbA86bNWsWjh8/HhER16xZg8nJyV3uNW7cOJw9e3ZYrYqKioB1bpQ/HpEdq9Xq68YKd45ojBTZMZsdMqB3Xois5GV5niI/amT8oDIyenVT89KN5VrZ3p9ImMbZaWpqCjhv5syZOGHCBEQM7+yMHTsW58yZE1aLV2QnFHa7HQEA7XY7cy0zIfrlM3q0RqS+nl2EesE7AiFqlfRIx/XW0ROZI0RanUe90hJJ1wwfKLFieGeHZTdWMLxnYxnFY5YJ0S8fa/1Q5cLsaRapx0uL0iRWg0XXkqgu8ki6ej8TI7VThnd2lAHKy5cv9x1rb28POUB57dq1vnOampqkGaCsBiMVKpGwzCc199ZTX61jwyLNWu7Ju2xqGSSttxarMS3R0sG6XMWjFW+kSIZul2hOAI8uKVZlmef7IjOGcHZOnDiBO3fuxJ07dyIA4MMPP4w7d+7E+vp6RPxh6rnD4cD169djbW0tut3ukFPPCwoKcPPmzVhTU4OjR4+Wdup5qEpV9Nc7wX+vqUiODevuDt5p1YK/PSIiIiLeQ5kjP/HYVlnJdz2xcOWaVRnX87nFaqNeNshWD2jFEM7Om2++GXKg8PTp0xHxx0UFc3JyMCUlBUeMGIG1tbUB9zh16hSWlZWh0+nEtLQ0LCkpwUOHDmmyg5ezE6pSNXpBMwO8G1me4ehI2rI42oot/jNGeHwN+x/TO7IjapxSpPvpFS1Rc53i6NhsNi5je/w/EkS/w1qJ1V4eY4GMgCGcHVkQGdkh5EK088lTX4ZQPGLotUBEfJHL0IDFa1O8unrkgWKDGkcnXr1Q6Q3n0Mr4XsVyvt73iFdfdJ1Jzo4GaIAyQUSG5ddfqHeClR6vqJqor24WzoNWtNjAyznjGb0QESkRGZ0RHRkiZ0cDPJ0d0QWDIGKBt5Mu4qNAxg8Rs+c7Lz2ZIztG1ZRBG5GcHU3wdHbcbjfabDZ0u93MtQhCC6IrrWjIbh9BaIHKsz6obb8tiIiQ4LS2toLD4YCWlhbIzMxkqpWVlQXNzc3gdDrh2LFjTLUIQguFhYVQX18PLpcL6urqRJvTBdntIwgtUHnWB7Xtt5WjTQQhPV6vFwoLC8Hr9SacVnl5ObhcLigvL+eip5Vw9vHKR7PpiNLTgsy2xYue7xuhAi5xJsmhAcqEgpaZJHppmXHQpBnTZjYdUXpakNk2Qg7Utt8U2SEIP8rLy8Fms8GZM2fA4/Ew1+L1Zcf7K9KMaSsvLwen0wknTpxgGmmIlh69ox1q8k9UhIWiH4Re0Jgd4Dtmh/pp5cfr9YLH44Hy8nIoLS0VbQ4hETK8vyJskCHdBBEKGrMjKfSlIj+lpaVQV1dHjg7RBRneXxE2yJBugogLLp1qkpPIG4Em8voMstmhYNY1Qcy6hosM2qRnfE0zv4ssoXV2NCDC2VEKm/9+QLy1ee0jE6ypwEI7lpc4Fjt4bJ/g/4xYVUrBaTdLuvz1/LehYImI90pBqUecTicXPSV9PAby++vxKjvBmojsHYRIZUZv7Wjl00jOEDk7GhCxqKDdbudaEfsjQ8WByOaF4uW4sGzMeDaawWk3S7r89Xh9UIh4rxR4OzuVlXx3NRf9gcYjvby2MommpYcez/JPzo4GeDo7ygtjsViEec5mDgkbXSf4vrxD27w2quWt5XIF7ozNUsf//iLLI2ttUV//InSVxp9XJCsYo3Wp8XJIEcnZ0QRtF6ENo714sulE0uVZSQTDW9vseqI0ZdA2G0bq1pEBiuxICi0qqA2zNlKiGgeR3R/+mNWJFaUnSlMGbVkxe56YPX2hIGdHA7TruTZifaF4X6f1ehkiOwRBsMMM9W8kzJ6+UJCzowGK7PBBhsiJ3vAeU5NIkQne+okQaYoVI9kaCbOkIxxmT18oyNnRgMh1dhIJM0ZOeDpwiTbmhLe+WbtnY0WWsWQEEQnaG4uQDv+ViXnutaPoAgCXnbhZpS1Yi0ceKprFxcVCdmhnvXIvT61gIunJsNu3x+OB+vp68Hg8UFxcDDabDYqLi4XYIkN+EAaHk/MlNRTZ4Y+ZoxRm0yEt/shgl0yRHdH6hLxQZIeQGjPv72M2HdLijwx2+UdiRdsjWp8wPrTrOfDd9ZwgAGhndYIgCD2gXc8lhfqeCYDA8RCioLJIEESiQM4OZxYvXgz19fVwxx13SNXQyN7wibKP12BjXrr+hHK4zJbPsmp7vV7IysqCrKwsbrpKOqdOnco0vf75yTpveT47GepIGWwwLFxGEEkOywHKwdOelQ37rFarVAPuZB8AaMY1eoLhPSA01NYloXT1mrrPc6NDmbRDoWj667JemkHRVPbnY7XPk39++mvyWPqB5d5y0bRYomjx2tTWSNA6Oxpg6eyEe0FYb0qoFZkWoxK5oWI4W3g8L/+ywiO9ah0bvZyBSPfh1dCL0A6l53Q60W63B2yEysrpCi7DipPLqtH013M6nUw/7ILTZrfbA3Z/1zNPg8sJz7pd0XI6nb57y1Rni4ScHQ3wjOzEex4LRDsSwboivrSjwcMmWVfw5RHZYY1MDUO4ssTKRrVOrd6EaqBZa1kslgBnh2U6wzk/LBxJlh8hRoecHQ3IsM6OyIIrSpt3pR8PMtpEGBNZnVoj68oQMedtA9VJP0DOjgZ4743ldDoDwtfKcdEvqZkrQ4IgCMJ8qG2/aZ0d4LvOTmFhIdTX1wMAgNPphGPHjjHVIwiCIAizQuvsSIT/lM8TJ06AxWLhqmvUaYpmnlaaaFOtRenz0qI85YeopQISYUkG0c+WKVziTBx47LHHsLCwEFNSUvDCCy/Et99+W/W1rLuxggeu8Riw56+rdSyOLN1LPMcS+WuJmgnFC7XaPAfMxko0G3lp6f08tea9UfM0FkTox6MZz3sUiy5vPdEk1JidqqoqTEpKwr/+9a+4d+9enD9/Pqanp2N9fb2q61k7O8FTMYPH67AiUqGXZd2RWG1kaQeP9BthjBarfGC59okoLb2fp7KeijKrKBqx6scyyycWLT3zJ9y9eM284uWIhhvfqbdePGmTgYRydi666CIsLS0NOHbuuedieXm5qut5DlDWWomxgmfFHasdohDxwstYychoUzCiHGLW8KonQr1/LNLJ4z3nVZfE40yw1IlVT8Y6WAsJ4+y0t7ejzWbD9evXBxyfN28ejhgxIuQ1bW1t2NLS4vtraGhIOGdHloZMFjtEY/QKh9AXXu+FmXTMlBYz6rAiYZydxsZGBADctm1bwPFly5bh//zP/4S8pqKiwrdUu/8fr6nnRi5YBBuoXBAEQWgnYaaeNzU1QX5+Pmzfvh0uueQS3/Fly5bBs88+C59++mmXa9rb26G9vd3379bWVjj77LO5TD0nCIIgCEIf1E4978bRJib07NkTbDYbHDlyJOD40aNHITs7O+Q1KSkpkJKSwsM8giAIgiAEY/h1dpKTk2H48OFQXV0dcLy6uhqKi4sFWUUQBEEQhCwYPrIDAHD77bfDjTfeCEVFRXDJJZfA448/DocOHYLS0lLRphEEQRAEIRhTODtTpkyBY8eOwT333AOHDx+GQYMGwcaNG8Hlcok2jSAIgiAIwRh+gLIe8NwbiyAIgiAIfaC9sQiCIAiCIICcHYIgCIIgTA45OwRBEARBmBpydgiCIAiCMDXk7BAEQRAEYWrI2SEIgiAIwtSQs0MQBEEQhKkhZ4cgCIIgCFNjihWU40VZV7G1tVWwJQRBEARBqEVpt6Otj0zODgCcOHECAADOPvtswZYQBEEQBKGVEydOgMPhCPs7bRcBAJ2dndDU1AQZGRlgsVh0u29rayucffbZ0NDQQNtQMITymR+U13ygfOYD5TMfWOYzIsKJEycgLy8PrNbwI3MosgMAVqsVCgoKmN0/MzOTXiQOUD7zg/KaD5TPfKB85gOrfI4U0VGgAcoEQRAEQZgacnYIgiAIgjA15OwwJCUlBSoqKiAlJUW0KaaG8pkflNd8oHzmA+UzH2TIZxqgTBAEQRCEqaHIDkEQBEEQpoacHYIgCIIgTA05OwRBEARBmBpydgiCIAiCMDXk7DBi5cqV0LdvX0hNTYXhw4fDO++8I9okQ3P//ffDT3/6U8jIyIDevXvDVVddBfv37w84BxFh6dKlkJeXB2lpaXDZZZfBnj17BFlsDu6//36wWCywYMEC3zHKZ/1obGyEG264AbKyssBut8PQoUPho48+8v1OeR0/HR0dcNddd0Hfvn0hLS0N+vXrB/fccw90dnb6zqF8jo23334bJk2aBHl5eWCxWODFF18M+F1Nvra3t8PcuXOhZ8+ekJ6eDpMnT4Yvv/xSf2OR0J2qqipMSkrCv/71r7h3716cP38+pqenY319vWjTDMuECRNw1apVuHv3bty1axdOnDgR+/Tpg99++63vHI/HgxkZGbhu3Tqsra3FKVOmYG5uLra2tgq03Li8//77WFhYiIMHD8b58+f7jlM+60NzczO6XC6cMWMGvvfee3jw4EHcvHkzfvHFF75zKK/j509/+hNmZWXhq6++igcPHsR//OMf2L17d/zzn//sO4fyOTY2btyIixcvxnXr1iEA4AsvvBDwu5p8LS0txfz8fKyursaamhocNWoUDhkyBDs6OnS1lZwdBlx00UVYWloacOzcc8/F8vJyQRaZj6NHjyIA4NatWxERsbOzE3NyctDj8fjOaWtrQ4fDgV6vV5SZhuXEiRM4YMAArK6uxpEjR/qcHcpn/Vi4cCFeeumlYX+nvNaHiRMn4s033xxw7Oqrr8YbbrgBESmf9SLY2VGTr8ePH8ekpCSsqqryndPY2IhWqxU3bdqkq33UjaUz33//PXz00Ucwfvz4gOPjx4+H7du3C7LKfLS0tAAAgNPpBACAgwcPwpEjRwLyPSUlBUaOHEn5HgO33XYbTJw4EcaOHRtwnPJZP15++WUoKiqCa665Bnr37g3Dhg2Dv/71r77fKa/14dJLL4UtW7bAZ599BgAAH3/8Mbz77rtwxRVXAADlMyvU5OtHH30Ep0+fDjgnLy8PBg0apHve00agOvP111/DmTNnIDs7O+B4dnY2HDlyRJBV5gIR4fbbb4dLL70UBg0aBADgy9tQ+V5fX8/dRiNTVVUFNTU18MEHH3T5jfJZP/7zn/9AZWUl3H777XDnnXfC+++/D/PmzYOUlBSYNm0a5bVOLFy4EFpaWuDcc88Fm80GZ86cgWXLloHb7QYAKtOsUJOvR44cgeTkZOjRo0eXc/RuL8nZYYTFYgn4NyJ2OUbERllZGXzyySfw7rvvdvmN8j0+GhoaYP78+fD6669Dampq2PMon+Ons7MTioqK4L777gMAgGHDhsGePXugsrISpk2b5juP8jo+1q5dC6tXr4a///3vMHDgQNi1axcsWLAA8vLyYPr06b7zKJ/ZEEu+ssh76sbSmZ49e4LNZuvilR49erSLh0toZ+7cufDyyy/Dm2++CQUFBb7jOTk5AACU73Hy0UcfwdGjR2H48OHQrVs36NatG2zduhUeeeQR6Natmy8vKZ/jJzc3F84///yAY+eddx4cOnQIAKhM68Xvf/97KC8vh+uuuw4uuOACuPHGG+F3v/sd3H///QBA+cwKNfmak5MD33//PXzzzTdhz9ELcnZ0Jjk5GYYPHw7V1dUBx6urq6G4uFiQVcYHEaGsrAzWr18Pb7zxBvTt2zfg9759+0JOTk5Avn///fewdetWyncNjBkzBmpra2HXrl2+v6KiIrj++uth165d0K9fP8pnnfj5z3/eZfmEzz77DFwuFwBQmdaLkydPgtUa2NTZbDbf1HPKZzaoydfhw4dDUlJSwDmHDx+G3bt365/3ug53JhDxx6nnf/vb33Dv3r24YMECTE9Px7q6OtGmGZZbbrkFHQ4HvvXWW3j48GHf38mTJ33neDwedDgcuH79eqytrUW3203TR3XAfzYWIuWzXrz//vvYrVs3XLZsGX7++ee4Zs0atNvtuHr1at85lNfxM336dMzPz/dNPV+/fj327NkT//CHP/jOoXyOjRMnTuDOnTtx586dCAD48MMP486dO33LrKjJ19LSUiwoKMDNmzdjTU0Njh49mqaeG4nHHnsMXS4XJicn44UXXuibIk3EBgCE/Fu1apXvnM7OTqyoqMCcnBxMSUnBESNGYG1trTijTUKws0P5rB+vvPIKDho0CFNSUvDcc8/Fxx9/POB3yuv4aW1txfnz52OfPn0wNTUV+/Xrh4sXL8b29nbfOZTPsfHmm2+GrJenT5+OiOry9dSpU1hWVoZOpxPT0tKwpKQEDx06pLutFkREfWNFBEEQBEEQ8kBjdgiCIAiCMDXk7BAEQRAEYWrI2SEIgiAIwtSQs0MQBEEQhKkhZ4cgCIIgCFNDzg5BEARBEKaGnB2CIAiCIEwNOTsEQRAEQZgacnYIghDG0qVLYejQocL0//jHP8Ls2bOZ3f/o0aPQq1cvaGxsZKZBEER0aAVlgiCYYLFYIv4+ffp0ePTRR6G9vR2ysrI4WfUjX331FQwYMAA++eQTKCwsZKZz++23Q2trKzzxxBPMNAiCiAw5OwRBMOHIkSO+/1+7di0sWbIkYJfvtLQ0cDgcIkwDAID77rsPtm7dCq+99hpTndraWrjooougqakJevTowVSLIIjQUDcWQRBMyMnJ8f05HA6wWCxdjgV3Y82YMQOuuuoquO+++yA7OxvOOussuPvuu6GjowN+//vfg9PphIKCAnjyyScDtBobG2HKlCnQo0cPyMrKgiuvvBLq6uoi2ldVVQWTJ08OOHbZZZfB3LlzYcGCBdCjRw/Izs6Gxx9/HL777ju46aabICMjA/r37w//+te/fNd88803cP3110OvXr0gLS0NBgwYAKtWrfL9fsEFF0BOTg688MILsWcmQRBxQc4OQRBS8cYbb0BTUxO8/fbb8PDDD8PSpUuhpKQEevToAe+99x6UlpZCaWkpNDQ0AADAyZMnYdSoUdC9e3d4++234d1334Xu3bvDL3/5S/j+++9DanzzzTewe/duKCoq6vLb008/DT179oT3338f5s6dC7fccgtcc801UFxcDDU1NTBhwgS48cYb4eTJkwDww7ifvXv3wr/+9S/Yt28fVFZWQs+ePQPuedFFF8E777yjc04RBKEWcnYIgpAKp9MJjzzyCJxzzjlw8803wznnnAMnT56EO++8EwYMGACLFi2C5ORk2LZtGwD8EKGxWq3wxBNPwAUXXADnnXcerFq1Cg4dOgRvvfVWSI36+npARMjLy+vy25AhQ+Cuu+7yaaWlpUHPnj1h1qxZMGDAAFiyZAkcO3YMPvnkEwAAOHToEAwbNgyKioqgsLAQxo4dC5MmTQq4Z35+ftRIE0EQ7Ogm2gCCIAh/Bg4cCFbrj99h2dnZMGjQIN+/bTYbZGVlwdGjRwEA4KOPPoIvvvgCMjIyAu7T1tYGBw4cCKlx6tQpAABITU3t8tvgwYO7aF1wwQUB9gCAT/+WW26BX//611BTUwPjx4+Hq666CoqLiwPumZaW5osEEQTBH3J2CIKQiqSkpIB/WyyWkMc6OzsBAKCzsxOGDx8Oa9as6XKvXr16hdRQupm++eabLudE01dmmSn6l19+OdTX18OGDRtg8+bNMGbMGLjtttvgwQcf9F3T3Nwc1haCINhD3VgEQRiaCy+8ED7//HPo3bs3/OQnPwn4Czfbq3///pCZmQl79+7VxYZevXrBjBkzYPXq1fDnP/8ZHn/88YDfd+/eDcOGDdNFiyAI7ZCzQxCEobn++uuhZ8+ecOWVV8I777wDBw8ehK1bt8L8+fPhyy+/DHmN1WqFsWPHwrvvvhu3/pIlS+Cll16CL774Avbs2QOvvvoqnHfeeb7fT548CR999BGMHz8+bi2CIGKDnB2CIAyN3W6Ht99+G/r06QNXX301nHfeeXDzzTfDqVOnIDMzM+x1s2fPhqqqKl93VKwkJyfDokWLYPDgwTBixAiw2WxQVVXl+/2ll16CPn36wC9+8Yu4dAiCiB1aVJAgiIQEEeFnP/sZLFiwANxuNzOdiy66CBYsWABTp05lpkEQRGQoskMQREJisVjg8ccfh46ODmYaR48ehd/85jdMnSmCIKJDkR2CIAiCIEwNRXYIgiAIgjA15OwQBEEQBGFqyNkhCIIgCMLUkLNDEARBEISpIWeHIAiCIAhTQ84OQRAEQRCmhpwdgiAIgiBMDTk7BEEQBEGYGnJ2CIIgCIIwNf8/fBMbrxGBmJgAAAAASUVORK5CYII=\n" 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "runner = bp.DSRunner(net2,\n", - " monitors=['exc_group.spike', 'inh_group.spike'],\n", - " inputs=[('exc_group.input', 20.), ('inh_group.input', 20.)])\n", - "t = runner.run(100.)\n", - "print(f'Used time {t} s')\n", + "net2 = EINet2(3200, 800)\n", + "\n", + "\n", + "inputs = np.ones(int(100. / bm.get_dt())) * 20. # 100 ms, with the same current of 20\n", + "runner = bp.DSRunner(net2, monitors=['E.spike', 'I.spike'])\n", + "runner.run(inputs=inputs)\n", "\n", "# visualization\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['exc_group.spike'],\n", + "bp.visualize.raster_plot(runner.mon.ts, runner.mon['E.spike'],\n", " title='Spikes of Excitatory Neurons', show=True)\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['inh_group.spike'],\n", + "bp.visualize.raster_plot(runner.mon.ts, runner.mon['I.spike'],\n", " title='Spikes of Inhibitory Neurons', show=True)" ] - }, - { - "cell_type": "markdown", - "source": [ - "## Customizing update function" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "If you want to control your updating logic in a network, you can overwrite the updating function ``update(tdi)`` and customize it by yourself." - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "For the above E/I balanced network model, we can define its update function as:" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 10, - "outputs": [], - "source": [ - "class EINetV2(bp.Network):\n", - " def __init__(self, num_exc, num_inh, method='exp_auto', **kwargs):\n", - " super(EINetV2, self).__init__(**kwargs)\n", - "\n", - " # neurons\n", - " self.N = LIF(num_exc + num_inh,\n", - " V_rest=-60., V_th=-50., V_reset=-60., tau=20., tau_ref=5.,\n", - " method=method, V_initializer=bp.init.Normal(-55., 2.))\n", - "\n", - " # synapses\n", - " self.Esyn = bp.synapses.Exponential(self.N[:num_exc], self.N,\n", - " bp.conn.FixedProb(prob=0.02),\n", - " output=bp.synouts.COBA(E=0.),\n", - " g_max=0.6, tau=5.,\n", - " method=method)\n", - " self.Isyn = bp.synapses.Exponential(self.N[num_exc:], self.N,\n", - " bp.conn.FixedProb(prob=0.02),\n", - " output=bp.synouts.COBA(E=-80.),\n", - " g_max=6.7, tau=10.,\n", - " method=method)\n", - "\n", - " def update(self, tdi):\n", - " self.Esyn(tdi)\n", - " self.Isyn(tdi)\n", - " self.N(tdi)\n", - " self.update_local_delays() # IMPORTANT" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "start_time": "2023-04-15T17:05:47.651770Z", - "end_time": "2023-04-15T17:05:47.667269Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "In the above, we define one population, and create E (excitatory) and I (inhibitory) projections within this population. Then, we first update synapse models by calling `self.Esyn(tdi)` and `self.Isyn(tdi)`. This operation can ensure that all synapse inputs can be gathered onto neuron models before we update neurons. After updating synapses, we update the state of neurons by calling ``self.N(tdi)``. Finally, it's worthy to note that we need to update all delays used in this network through ``self.update_local_delays()``. This is because delay variables relying on neurons. Once upon neuronal states have been updated, we need to update delays according to these new values of neuronal states." - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 11, - "outputs": [ - { - "data": { - "text/plain": " 0%| | 0/1000 [00:00", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "net = EINetV2(3200, 800)\n", - "runner = bp.DSRunner(net, monitors={'spikes': net.N.spike}, inputs=[(net.N.input, 20.)])\n", - "runner.run(100.)\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['spikes'], show=True)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "start_time": "2023-04-15T17:05:47.667269Z", - "end_time": "2023-04-15T17:05:48.752379Z" - } - } } ], "metadata": { diff --git a/docs/tutorial_building/customize_neuron_models.ipynb b/docs/tutorial_building/customize_neuron_models.ipynb index 6b4728512..6e69b15bf 100644 --- a/docs/tutorial_building/customize_neuron_models.ipynb +++ b/docs/tutorial_building/customize_neuron_models.ipynb @@ -21,21 +21,23 @@ "id": "f783d7fb", "metadata": {}, "source": [ - "The previous section shows all available models users can utilize by simply instantiating the abstract model. In following sections we will dive into details to illustrate how to build a neuron model with ``brainpy.NeuGroup``. Neurons are the most basic components in neural dynamics simulation. In BrainPy, `brainpy.NeuGroup` is used for neuron modeling." + "The previous section shows all available models users can utilize by simply instantiating the abstract model. In following sections we will dive into details to illustrate how to build a neuron model with ``brainpy.dyn.NeuDyn``. Neurons are the most basic components in neural dynamics simulation. In BrainPy, `brainpy.dyn.NeuDyn` is used for neuron modeling." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 15, "id": "aac4b858", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:19.078953Z", - "end_time": "2023-04-15T17:07:19.943933Z" + "end_time": "2023-09-16T14:58:34.260243600Z", + "start_time": "2023-09-16T14:58:34.188798300Z" } }, "outputs": [], "source": [ + "import numpy as np\n", + "\n", "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", @@ -44,13 +46,13 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 16, "outputs": [ { "data": { - "text/plain": "'2.4.0'" + "text/plain": "'2.4.4.post4'" }, - "execution_count": 2, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -61,17 +63,18 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "start_time": "2023-04-15T17:07:19.936047Z", - "end_time": "2023-04-15T17:07:19.951765Z" + "end_time": "2023-09-16T14:58:34.261760300Z", + "start_time": "2023-09-16T14:58:34.192383200Z" } - } + }, + "id": "52f320c2ab5e60f3" }, { "cell_type": "markdown", "id": "5d38f2b7", "metadata": {}, "source": [ - "## ``brainpy.dyn.NeuGroup``" + "## ``brainpy.dyn.NeuDyn``" ] }, { @@ -82,7 +85,7 @@ "Generally, any neuron model can evolve continuously or discontinuously. \n", "Discontinuous evolution may be triggered by events, such as the reset of membrane potential. \n", "Moreover, it is common in a neural system that a dynamical system has different states, such as the excitable or refractory\n", - "state in a [leaky integrate-and-fire (LIF) model](https://brainmodels.readthedocs.io/en/latest/apis/generated/brainmodels.neurons.LIF.html). \n", + "state in a [leaky integrate-and-fire (LIF) model](https://brainpy.readthedocs.io/en/latest/apis/generated/brainpy.dyn.Lif.html). \n", "In this section, we will use two examples to illustrate how to capture these complexities in neuron modeling." ] }, @@ -91,11 +94,11 @@ "id": "9520e950", "metadata": {}, "source": [ - "Defining a neuron model in BrainPy is simple. You just need to inherit from ``brainpy.NeuGroup``, and satisfy the following two requirements:\n", + "Defining a neuron model in BrainPy is simple. You just need to inherit from ``brainpy.dyn.NeuDyn``, and satisfy the following two requirements:\n", "\n", - "- Providing the `size` of the neural group in the constructor when initialize a new neural group class. `size` can be a integer referring to the number of neurons or a tuple/list of integers referring to the geometry of the neural group in different dimensions. According to the provided group ``size``, NeuroGroup will automatically calculate the total number ``num`` of neurons in this group.\n", + "- Providing the `size` of the neural group in the constructor when initialize a new neural group class. `size` can be a integer referring to the number of neurons or a tuple/list of integers referring to the geometry of the neural group in different dimensions. According to the provided group ``size``, ``brainpy.dyn.NeuDyn`` will automatically calculate the total number ``num`` of neurons in this group.\n", "\n", - "- Creating an `update(tdi)` function. Update function provides the rule how the neuron states are evolved from the current time $\\mathrm{tdi.t}$ to the next time $\\mathrm{tdi.t + tdi.dt}$." + "- Creating an `update()` function. Update function provides the rule how the neuron states are evolved from the current time $t$ to the next time $t+dt$." ] }, { @@ -103,7 +106,7 @@ "id": "b2993080", "metadata": {}, "source": [ - "In the following part, a [Hodgkin-Huxley](https://brainmodels.readthedocs.io/en/latest/apis/generated/brainmodels.neurons.HH.html) (HH) model is used as an example for illustration." + "In the following part, a [Hodgkin-Huxley](https://brainpy.readthedocs.io/en/latest/apis/generated/brainpy.dyn.HH.html) (HH) model is used as an example for illustration." ] }, { @@ -143,12 +146,11 @@ "id": "84f438ae", "metadata": {}, "source": [ - "To implement the HH model, variables should be specified. According to the above equations, the following five state variables change with respect to time:\n", + "To implement the HH model, variables should be specified. According to the above equations, the following state variables change with respect to time:\n", "- `V`: the membrane potential\n", "- `m`: the activation of sodium channels\n", "- `h`: the inactivation of sodium channels\n", "- `n`: the activation of potassium channels\n", - "- `input`: the external/synaptic input\n", "\n", "Besides, the spiking state and the last spiking time can also be recorded for statistic analysis:\n", "- ``spike``: whether a spike is produced\n", @@ -159,17 +161,17 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, "id": "3ea88e6d", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:19.951765Z", - "end_time": "2023-04-15T17:07:19.998875Z" + "end_time": "2023-09-16T14:58:34.299428400Z", + "start_time": "2023-09-16T14:58:34.208778200Z" } }, "outputs": [], "source": [ - "class HH(bp.NeuGroup):\n", + "class HH(bp.dyn.NeuDyn):\n", " def __init__(self, size, ENa=50., gNa=120., EK=-77., gK=36., EL=-54.387, gL=0.03,\n", " V_th=20., C=1.0, **kwargs):\n", " # providing the group \"size\" information\n", @@ -190,7 +192,6 @@ " self.m = bm.Variable(0.5 * bm.ones(self.num))\n", " self.h = bm.Variable(0.6 * bm.ones(self.num))\n", " self.n = bm.Variable(0.32 * bm.ones(self.num))\n", - " self.input = bm.Variable(bm.zeros(self.num))\n", " self.spike = bm.Variable(bm.zeros(self.num, dtype=bool))\n", " self.t_last_spike = bm.Variable(bm.ones(self.num) * -1e7)\n", "\n", @@ -225,10 +226,13 @@ " dndt = alpha * (1 - n) - beta * n\n", " return dndt\n", "\n", - " def update(self, tdi, x=None):\n", - " _t, _dt = tdi.t, tdi.dt\n", + " def update(self, x=None):\n", + " _t = bp.share['t']\n", + " _dt = bp.share['dt']\n", + " x = 0. if x is None else x\n", + " \n", " # compute V, m, h, n\n", - " V = self.int_V(self.V, _t, self.m, self.h, self.n, self.input, dt=_dt)\n", + " V = self.int_V(self.V, _t, self.m, self.h, self.n, x, dt=_dt)\n", " self.h.value = self.int_h(self.h, _t, self.V, dt=_dt)\n", " self.m.value = self.int_m(self.m, _t, self.V, dt=_dt)\n", " self.n.value = self.int_n(self.n, _t, self.V, dt=_dt)\n", @@ -238,10 +242,7 @@ " self.t_last_spike.value = bm.where(self.spike, _t, self.t_last_spike)\n", "\n", " # update V\n", - " self.V.value = V\n", - "\n", - " # reset the external input\n", - " self.input[:] = 0." + " self.V.value = V" ] }, { @@ -249,9 +250,9 @@ "id": "8d523fb3", "metadata": {}, "source": [ - "When defining the HH model, equation (1) is accomplished by [brainpy.odeint](../apis/integrators/generated/brainpy.integrators.odeint.rst) as an [ODEIntegrator](../apis/integrators/generated/brainpy.integrators.ODEIntegrator.rst). The details are contained in the [Numerical Solvers for ODEs](../tutorial_intg/ode_numerical_solvers.ipynb) tutorial.\n", + "When defining the HH model, equation (1) is accomplished by [brainpy.odeint](https://brainpy.readthedocs.io/en/latest/apis/generated/brainpy.odeint.html) as an [ODEIntegrator](https://brainpy.readthedocs.io/en/latest/apis/generated/brainpy.integrators.ode.ODEIntegrator.html#brainpy.integrators.ode.ODEIntegrator). The details are contained in the [Numerical Solvers for ODEs](../tutorial_toolbox/ode_numerical_solvers.ipynb) tutorial.\n", "\n", - "The variables, which will be updated during dynamics simulation, should be packed as `brainpy.math.Variable` and thus can be processed by JIT compliers to accelerate simulation. " + "The variables, which will be updated during dynamics simulation, should be packed as `brainpy.math.Variable` and thus can be processed by JIT compilers to accelerate simulation. " ] }, { @@ -259,7 +260,7 @@ "id": "215292d2", "metadata": {}, "source": [ - "In the following part, a [leaky integrate-and-fire](https://brainmodels.readthedocs.io/en/latest/apis/generated/brainmodels.neurons.LIF.html) (LIF) model is introduced as another example for illustration." + "In the following part, a [leaky integrate-and-fire](https://brainpy.readthedocs.io/en/latest/apis/generated/brainpy.dyn.Lif.html) (LIF) model is introduced as another example for illustration." ] }, { @@ -296,10 +297,9 @@ "id": "3f3f7d32", "metadata": {}, "source": [ - "The neuronal variables, like the membrane potential and external input, can be captured by the following two variables:\n", + "The neuronal variables, like the membrane potential and external input, can be captured by the following one variable:\n", "\n", - "- ``V``: the membrane potential\n", - "- ``input``: the external/synaptic input" + "- ``V``: the membrane potential" ] }, { @@ -324,17 +324,17 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "id": "4961244a", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:19.968182Z", - "end_time": "2023-04-15T17:07:19.998875Z" + "end_time": "2023-09-16T14:58:34.299428400Z", + "start_time": "2023-09-16T14:58:34.212306500Z" } }, "outputs": [], "source": [ - "class LIF(bp.NeuGroup):\n", + "class LIF(bp.dyn.NeuDyn):\n", " def __init__(self, size, V_rest=0., V_reset=-5., V_th=20., R=1., tau=10., t_ref=5., **kwargs):\n", " super(LIF, self).__init__(size=size, **kwargs)\n", "\n", @@ -348,7 +348,6 @@ "\n", " # initialize variables\n", " self.V = bm.Variable(bm.random.randn(self.num) + V_reset)\n", - " self.input = bm.Variable(bm.zeros(self.num))\n", " self.t_last_spike = bm.Variable(bm.ones(self.num) * -1e7)\n", " self.refractory = bm.Variable(bm.zeros(self.num, dtype=bool))\n", " self.spike = bm.Variable(bm.zeros(self.num, dtype=bool))\n", @@ -360,13 +359,16 @@ " dvdt = (-V + self.V_rest + self.R * Iext) / self.tau\n", " return dvdt\n", "\n", - " def update(self, tdi, x=None):\n", - " _t, _dt = tdi.t, tdi.dt\n", + " def update(self, x=None):\n", + " _t = bp.share['t']\n", + " _dt = bp.share['dt']\n", + " x = 0. if x is None else x\n", + " \n", " # Whether the neurons are in the refractory period\n", " refractory = (_t - self.t_last_spike) <= self.t_ref\n", " \n", " # compute the membrane potential\n", - " V = self.integral(self.V, _t, self.input, dt=_dt)\n", + " V = self.integral(self.V, _t, x, dt=_dt)\n", " \n", " # computed membrane potential is valid only when the neuron is not in the refractory period \n", " V = bm.where(refractory, self.V, V)\n", @@ -382,10 +384,7 @@ " self.V.value = bm.where(spike, self.V_reset, V)\n", " \n", " # update the refractory state\n", - " self.refractory.value = bm.logical_or(refractory, spike)\n", - " \n", - " # reset the external input\n", - " self.input[:] = 0." + " self.refractory.value = bm.logical_or(refractory, spike)" ] }, { @@ -414,12 +413,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 19, "id": "7afcd4ff", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:19.983229Z", - "end_time": "2023-04-15T17:07:20.189072Z" + "end_time": "2023-09-16T14:58:34.313864800Z", + "start_time": "2023-09-16T14:58:34.216394900Z" } }, "outputs": [], @@ -445,23 +444,45 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 20, "id": "9a291f2f", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:20.189410Z", - "end_time": "2023-04-15T17:07:20.194426Z" + "end_time": "2023-09-16T14:58:34.313864800Z", + "start_time": "2023-09-16T14:58:34.224884500Z" } }, "outputs": [], "source": [ - "runner = bp.DSRunner(\n", - " neu, \n", - " monitors=['V'], \n", - " inputs=('input', 22.) # constant external inputs of 22 mA to all neurons\n", - ")" + "runner = bp.DSRunner(neu, monitors=['V'])" ] }, + { + "cell_type": "markdown", + "source": [ + "At each time step, we give the same input current:" + ], + "metadata": { + "collapsed": false + }, + "id": "5f6f8bdc76159ee7" + }, + { + "cell_type": "code", + "execution_count": 21, + "outputs": [], + "source": [ + "inputs = np.ones(int(200. / bm.get_dt())) * 6. # 200 ms" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-09-16T14:58:34.315873Z", + "start_time": "2023-09-16T14:58:34.229040600Z" + } + }, + "id": "d031ec35f8a1b4ed" + }, { "cell_type": "markdown", "id": "00385de1", @@ -472,12 +493,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 22, "id": "f102b056", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:20.194426Z", - "end_time": "2023-04-15T17:07:20.793230Z" + "end_time": "2023-09-16T14:58:34.536322600Z", + "start_time": "2023-09-16T14:58:34.236782300Z" } }, "outputs": [ @@ -487,7 +508,7 @@ "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "98480d36faf64df482cc964020f209bd" + "model_id": "60e0a2eecff045c8ad78a51ceb80e39f" } }, "metadata": {}, @@ -496,14 +517,14 @@ { "data": { "text/plain": "
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\n" 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "runner.run(200) # the running time is 200 ms\n", + "runner.run(inputs=inputs) # the running time is 200 ms\n", "\n", "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" ] @@ -518,12 +539,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 23, "id": "929d85e4", "metadata": { "ExecuteTime": { - "start_time": "2023-04-15T17:07:20.782526Z", - "end_time": "2023-04-15T17:07:20.989296Z" + "end_time": "2023-09-16T14:58:34.710260Z", + "start_time": "2023-09-16T14:58:34.536322600Z" } }, "outputs": [ @@ -533,7 +554,7 @@ "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "4e56d6eae8da4ba0af554d36e4c7e070" + "model_id": "0a9931a8203a47329d1d019e3ff0702d" } }, "metadata": {}, @@ -542,7 +563,7 @@ { "data": { "text/plain": "
", - "image/png": 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\n" + "image/png": 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" }, "metadata": {}, "output_type": "display_data" @@ -551,8 +572,10 @@ "source": [ "group = LIF(10)\n", "\n", - "runner = bp.DSRunner(group, monitors=['V'], inputs=('input', 22.), jit=True)\n", - "runner.run(200)\n", + "runner = bp.DSRunner(group, monitors=['V'])\n", + "\n", + "inputs = np.ones(int(200. / bm.get_dt())) * 22. # 200 ms\n", + "runner.run(inputs=inputs)\n", "\n", "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" ]