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Karthi Srinivasan's Projects

basicsnn icon basicsnn

A python implementation of a spiking neural network with STDP and Reinforcement learning methods

bindsnet_experiments icon bindsnet_experiments

Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.

brian2stdpmnist icon brian2stdpmnist

Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"

conv_snn icon conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

digitalgarden icon digitalgarden

Start your own digital garden using this Jekyll template 🌱

quartz icon quartz

🌱 simple second brain and digital garden

snn_som_original icon snn_som_original

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

wincnn icon wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.

winograd icon winograd

Implementation of the Winograd algorithm.

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