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

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Installing

The simplest way is to install using pip.

pip install nervos

Features:

1. Fully customizable, you can modify neuron models, STDP rules etc.
2. Tracking weights and spikes, and plotting them.
3. Svae model state at every epoch.

Examples:

Stored at lib_examples.

1. Neuron Spiking
2. Iris
3. MNIST
4. Circles

Project poster

Will be updated soon

Paper

Will be updated soon

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Feel free to fork and update.