neuromorphic-computing

There are 84 repositories under neuromorphic-computing topic.

  • 666DZY666/micronet

    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、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

    Language:Python2.2k40109477

  • lava-nc/lava

    A Software Framework for Neuromorphic Computing

    Language:Jupyter Notebook52127313136
  • he4o

    jiaxiaogang/he4o

    螺旋熵减系统

    Language:Objective-C31925767
  • Neuromorphic-Computing-Guide

    mikeroyal/Neuromorphic-Computing-Guide

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

    Language:Python27117144

  • BICLab/Spike-Driven-Transformer

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

    Language:Python18731214

  • prophesee-ai/openeb

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

    Language:C++151135332

  • open-neuromorphic/open-neuromorphic

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

    1499219

  • htm-community/htm.core

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

    Language:C++1463039974

  • lava-nc/lava-dl

    Deep Learning library for Lava

    Language:Jupyter Notebook1441210869
  • Dynex

    dynexcoin/Dynex

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

    Language:C++137278244
  • HELIX_THEORY

    jiaxiaogang/HELIX_THEORY

    螺旋熵减理论

    Language:Objective-C13513133

  • zhouchenlin2096/Awesome-Spiking-Neural-Networks

    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。

    13211010

  • BICLab/Spike-Driven-Transformer-V2

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

    Language:Python937812

  • IGITUGraz/LSNN-official

    Long short-term memory Spiking Neural Networks

    Language:Python9314024

  • bollossom/GAC

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

    Language:Python84132

  • intel-nrc-ecosystem/models

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

    Language:Jupyter Notebook8024426

  • combra-lab/spiking-ddpg-mapless-navigation

    Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

    Language:Python645510

  • electronicvisions/norse

    Deep learning for spiking neural networks

    Language:Python6312111

  • zhouchenlin2096/Spikingformer

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

    Language:Python58465

  • bollossom/VTSNN

    Public code for VTSNN: A Virtual Temporal Spiking Neural Network (Fron. Neur.)

    Language:Python55200

  • lava-nc/lava-optimization

    Neuromorphic mathematical optimization with Lava

    Language:Jupyter Notebook50127627
  • spiking-fullsubnet

    haoxiangsnr/spiking-fullsubnet

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

    Language:Python43388

  • lava-nc/lava-dnf

    Dynamic Neural Fields with Lava

    Language:Jupyter Notebook41121619

  • metr0jw/Spiking-Neural-Network-on-FPGA

    Leaky Integrate and Fire (LIF) model implementation for FPGA

    Language:Verilog38204

  • zhouchenlin2096/Spikingformer-CML

    Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

    Language:Python32382

  • combra-lab/snn-eeg

    PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware

    Language:Python29304

  • duguyue100/pyaer

    Low-level Python APIs for Accessing Neuromorphic Devices.

    Language:Python268233

  • thomastiotto/Memristor-Models

    Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.

    Language:Jupyter Notebook25203

  • ajayarunachalam/pynmsnn

    NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

    Language:Jupyter Notebook23206

  • cortical-team/neko

    Language:Python17314

  • Merterm/BRAIN-M

    Brilliantly Radical Artificially Intelligent Neural Machine

    Language:Verilog14422

  • Aayush-Ankit/traNNsformers

    Structured clustering for memristive crossbar based neuromorphic architectures

    Language:MATLAB13306

  • dodo47/SpikE

    Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".

    Language:Jupyter Notebook13210

  • dynexcoin/Dynex-Neuromorphic-Chip

    Dynex has also developed a proprietary circuit design, the Dynex Neuromorphic Chip, that complements the Dynex ecosystem and turns any modern G into a neuromorphic computing chip by simulating its equations of motion. This implementation proofs the mathematical model.

    Language:C++13608

  • genema/Noisy-Spiking-Neuron-Nets

    [CELL PATTERNS] Official repo of Noisy Spiking Neural Networks

    Language:Python12301

  • Windere/ASGL-SNN

    Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023

    Language:Python12211