Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration

This repository is an implementation of LIF neuron model (Leaky Integrate and Fire), Adaptive LIF and Adaptive Exponential LIF from scratch.

Leaky Integrate and fire model Example

This program generates two LIF neurons which are coupled by a chemical synapse.

graphs of a biological neuron's activity (LIF) and a perceptron's activity in Python

A Leaky Integrate-and-Fire (LIF) Neuron

RU--CS425

Python Leaky Integrate and Fire Tester -- A LIF implementation for learning purposes