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Bump version to 0.2.0
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astoeckel committed Jun 18, 2019
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2 changes: 1 addition & 1 deletion README.md
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While it is possible to work around this limitation, Nengo usually does not explicitly mark neurons as excitatory or inhibitory. This means that a single can connect to post-neurons both excitatorily and inhibitorily, depending on the sign of the weights computed by of the weight solver. *NengoBio* marks neurons as either excitatory or inhibitory and accounts for this while solving for connection weights.
* **Bias current elimination** (:ballot_box_with_check: *Fully implemented*)<br>
The Neural Engineering Framework assumes that each neuron is connected to a constant bias current source. This bias current is used to diversify the avilable neuron tuning curves, yet is a little unrealistic from a biological perspective. *NengoBio* eliminates the bias current by solving for synaptic weights in current space, effectively decoding the bias current from the pre-population state.
* **Support for dendritic computation** (*Partially implemented*)<br>
* **Support for dendritic computation** (:ballot_box_with_check: *Fully implemented*)<br>
Dendritic nonlinearities play a key role in information processing in central nervous systems and can be systematically exploited to perfrom nonlinear, multivariate computations. *NengoBio* adds support for dendritic computation to Nengo by allowing an arbitrary number of neuron ensembles as pre-objects in a connection.
* **Support for conductance-based synapses as well as neurons with arbitrary passive dendritic trees** (*Planned*)
Dendritic computation relies on nonlinear effects in the dendritic tree and the specific tree topology. *NengoBio* adds support for arbitrary passive multicompartment neuron models to Nengo.
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2 changes: 1 addition & 1 deletion setup.py
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'nengo_bio.internal':
['multi_compartment_lif.hpp']
},
version='0.1.1',
version='0.2.0',
author='Andreas Stöckel',
author_email='[email protected]',
description='Dendritic Computation Primitives for Nengo',
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