GitHub - Berk-Bilgin/ML-fpga: EEG data compression on an FPGA using an autoencoder model.

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EEG data compression on an FPGA using an autoencoder model.

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
EDF		EDF
__pycache__		__pycache__
lfs/logs		lfs/logs
model_1		model_1
model_2		model_2
model_3		model_3
.gitattributes		.gitattributes
EDF_extract.py		EDF_extract.py
EDF_extract_multich.py		EDF_extract_multich.py
MultiTrain.ipynb		MultiTrain.ipynb
Qencoder.h5		Qencoder.h5
Qkeras.ipynb		Qkeras.ipynb
Train.ipynb		Train.ipynb
best_model.h5		best_model.h5
callbacks.py:Zone.Identifier		callbacks.py:Zone.Identifier
decoder_model.h5		decoder_model.h5
edf_digital.py		edf_digital.py
encoder_model.h5		encoder_model.h5
extracted_encoder_model.h5		extracted_encoder_model.h5
hls4ml.ipynb		hls4ml.ipynb
initialTraining.ipynb		initialTraining.ipynb
inputData.npy		inputData.npy
inter1_quantised.h5		inter1_quantised.h5
inter2_quantised.h5		inter2_quantised.h5
inter_quantised.h5		inter_quantised.h5
mae_model.keras		mae_model.keras
modelTester.ipynb		modelTester.ipynb
modelTester.py		modelTester.py
newData.py		newData.py
output.png		output.png
outputData.npy		outputData.npy
part4_quantization (1).ipynb		part4_quantization (1).ipynb
part4_quantization (1).ipynb:Zone.Identifier		part4_quantization (1).ipynb:Zone.Identifier
part6_cnns.ipynb		part6_cnns.ipynb
part6_cnns.ipynb:Zone.Identifier		part6_cnns.ipynb:Zone.Identifier
plotting.py		plotting.py
plotting.py:Zone.Identifier		plotting.py:Zone.Identifier
prune.ipynb		prune.ipynb
quantised.h5		quantised.h5
quantised.keras		quantised.keras
real1_quantised.h5		real1_quantised.h5
real_Qencoder.h5		real_Qencoder.h5
real_quantised.h5		real_quantised.h5
really_Qencoder.h5		really_Qencoder.h5
scaler.pkl		scaler.pkl
sez_model.keras		sez_model.keras
test_tb.vhd		test_tb.vhd
vivado.jou		vivado.jou
vivado.log		vivado.log