An open-source library designed for the evaluation of Spiking Neural Networks (SNNs).
-
Updated
Jun 21, 2024 - Python
An open-source library designed for the evaluation of Spiking Neural Networks (SNNs).
Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024)
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
Low-level Python APIs for Accessing Neuromorphic Devices.
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
A PyTorch-based framework for neuromorphic modeling.
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
Tactile Exploration and Perception for Robots with Neuromorphic Computing
Bio-inspired neuromorphic cerebellum
[CELL PATTERNS] Official repo of Noisy Spiking Neural Networks
Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023
Public code for VTSNN: A Virtual Temporal Spiking Neural Network (Fron. Neur.)
Accelerated SNN simulator for neuromorphic computing and research in Python
This repository contains the tutorials and homework assignments for CSCE 790: Neuromorphic computing course at UofSC.
Add a description, image, and links to the neuromorphic-computing topic page so that developers can more easily learn about it.
To associate your repository with the neuromorphic-computing topic, visit your repo's landing page and select "manage topics."