Tool to simulate Spiking Neural Networks
Project description
Nervos
A tool to simulate simple Spiking Neural Networks
Developed by Jaskirat Singh Maskeen, for the purpose of project course under Prof. Sandip Lashkare at IIT Gandhinagar
Installing
The simplest way is to install using pip.
pip install nervos
Features:
-
Fully customizable, you can modify neuron models, STDP rules etc.
-
Tracking weights and spikes, and plotting them.
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Svae model state at every epoch.
Examples:
Stored at lib_examples.
-
Neuron Spiking
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Iris
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MNIST
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Circles
Project poster
Will be updated soon
Paper
Will be updated soon
Feel free to fork and update.
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