GPU4SNN: GPU-based Acceleration for Spiking Neural Network Simulations

GPU4SNN has been published in PROCEEDINGS OF PPAM 2022 – 14th INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING AND APPLIED MATHEMATICS https://ppam.edu.pl/

GitHub Link: https://github.com/Crypto-TII/GPU4SNN

This videos explain basics of Spiking Neural Networks (SNNs) and Implementation on GPU for GPU4SNN published in PROCEEDINGS OF PPAM 2022. The videos and the repository include CUDA implementation of state-of-the-art (AP, N, S) algorithms and two new proposed (AB, SKL) algorithms for SNN simulation based on a network of randomly connected pulse-coupled Izhikevich neurons.

Introduction to Spiking Neural Networks and GPU Implementation