micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、reg…

A Software Framework for Neuromorphic Computing

Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.

螺旋熵减系统

A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊论文和代码，正在持续更新中。

Offical implementation of "Spike-driven Transformer" (NeurIPS2023)

List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.

Open source SDK to create applications leveraging event-based vision hardware equipment

Deep Learning library for Lava

Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python

Dynex is the world’s only accessible neuromorphic quantum computing cloud for solving real-world problems, at scale.

Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)

螺旋熵减理论

Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Best Paper Candidate / Oral)

Resources Related to Event-based Vision | Event Cameras | DVS

Long short-term memory Spiking Neural Networks

Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)

This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.