neuromorphic-computing

There are 8 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
quantization pruning dorefa twn bnn xnor-net pytorch model-compression group-convolution network-slimming neuromorphic-computing convolutional-networks network-in-network integer-arithmetic-only quantization-aware-training post-training-quantization tensorrt onnx tensorrt-int8-python batch-normalization-fuse
Language:Python 2174
lava-nc / lava
A Software Framework for Neuromorphic Computing
deep-learning neural-networks neuromorphic neuromorphic-computing neuroscience python
Language:Jupyter Notebook 496
he4o
jiaxiaogang / he4o
螺旋熵减系统
agi artificial-general-intelligence helix learning-algorithm unsupervised-learning-algorithms unsupervised-machine-learning decision-system thinking-machine brain-inspired-computation brain-simulations brain-inspired-ai computational-neuroscience neuron-models neuromorphic-computing theory-of-helix
Language:Objective-C 319
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.
neuromorphic-computing neuromorphic-hardware neuromorphic-engineering neuromorphic neural-networks neural-engine neural-engineering neural-network neuronal-network neural-machine-translation neuron-models neural-processes neural-simulators neuroscience neural-rendering neocortex artificial-neural-networks brain-imaging neuroimaging neural-radiance-fields
Language:Python 245
BICLab / Spike-Driven-Transformer
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
neuromorphic-computing spiking-neural-network spiking-transformer spike-driven transformer-based-snn
Language:Python 168
prophesee-ai / openeb
Open source SDK to create applications leveraging event-based vision hardware equipment
computer-vision event-based event-based-camera sdk camera-api neuromorphic event-camera neuromorphic-computing neuromorphic-engineering
Language:C++ 148
htm-community / htm.core
Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python
nupic cpp htm ai hierarchical-temporal-memory neuromorphic-computing neural-networks anomaly-detection prediction cortical-learning sparse-distributed-memory neuroscience neuroscience-inspired-ai reproducible-research
Language:C++ 144
open-neuromorphic / open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
neuromorphic-computing snn machine-learning neuromorphic deep-learning neural-network
137
HELIX_THEORY
jiaxiaogang / HELIX_THEORY
螺旋熵减理论
agi helix theory-of-helix artificial-general-intelligence learning-algorithm unsupervised-learning-algorithms unsupervised-machine-learning decision-system thinking-machine computational-neuroscience neuromorphic-computing brain-inspired-computation neuron-models brain-inspired-ai brain-simulations
Language:Objective-C 135
lava-nc / lava-dl
Deep Learning library for Lava
deep-learning neural-networks neuromorphic neuromorphic-computing python pytorch
Language:Jupyter Notebook 135
Dynex
dynexcoin / Dynex
Dynex is the world’s only accessible neuromorphic quantum computing cloud for solving real-world problems, at scale.
ai blockchain crypto cryptocurrencies depin dnx dynex neuromorphic-computing quantum-computing token
Language:C++ 131
IGITUGraz / LSNN-official
Long short-term memory Spiking Neural Networks
machine-learning spiking-neural-networks neuromorphic-computing
Language:Python 92
zhouchenlin2096 / Awesome-Spiking-Neural-Networks
A paper list of spiking neural networks, including papers, codes, and related websites.
codes papers snn spiking spiking-neural-network paperlist deep-learning brain-inspired event-driven neuromorphic-computing spikingjelly 3rd-generation-of-artificial-neural-networks biological-plausibility energy-efficiency binary spike awesome-list awesome
90
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.
spiking-neural-networks loihi neuromorphic-computing python
Language:Jupyter Notebook 78
bollossom / GAC
Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
neural-coding spiking-neural-networks neuromorphic-computing spike-driven
Language:Python 75
electronicvisions / norse
Deep learning for spiking neural networks
spiking-neural-networks pytorch neuromorphic-computing deep-learning tensors python machine-learning
Language:Python 63
combra-lab / spiking-ddpg-mapless-navigation
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
snn loihi neuromorphic-computing intel-neuromorphic deep-reinforcement-learning mapless-navigation pytorch ros gazebo turtlebot2 ddpg spiking-neural-networks
Language:Python 61
bollossom / VTSNN
Public code for VTSNN: A Virtual Temporal Spiking Neural Network (Fron. Neur.)
neuromorphic-computing
Language:Python 57
zhouchenlin2096 / Spikingformer
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
brain-inspired deep-learning neuromorphic-computing snn spiking-neural-networks transformer spiking-transformer binary spike 3rd-generation-of-artificial-neural-networks spikingjelly energy-efficiency pytorch
Language:Python 55
lava-nc / lava-optimization
Neuromorphic mathematical optimization with Lava
constraint-optimization neural-networks neuromorphic neuromorphic-computing optimization python solver mathematical-optimization
Language:Jupyter Notebook 48
spiking-fullsubnet
haoxiangsnr / spiking-fullsubnet
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
neuromorphic-computing noise-reduction speech-denoising speech-enhancement neuromorphic-audio-processing
Language:Python 42
lava-nc / lava-dnf
Dynamic Neural Fields with Lava
dynamic-neural-fields python neuromorphic neuromorphic-computing
Language:Jupyter Notebook 39
metr0jw / Spiking-Neural-Network-on-FPGA
Leaky Integrate and Fire (LIF) model implementation for FPGA
computational-neuroscience neuromorphic-computing snn spiking-neural-network spiking-neural-networks verilog verilog-hdl leaky-integrate-and-fire-model leaky-integrate-and-fire-neuron lif-model lif-neuron
Language:Verilog 34
zhouchenlin2096 / Spikingformer-CML
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
3rd-generation-of-artificial-neural-networks binary brain-inspired deep-learning energy-efficiency neuromorphic-computing snn spike spiking-neural-network spiking-transformer spikingjelly transformer pytorch
Language:Python 32
combra-lab / snn-eeg
PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware
brain-computer-interface eeg eeg-classification loihi neuromorphic-computing pytorch spiking-neural-network
Language:Python 27
duguyue100 / pyaer
Low-level Python APIs for Accessing Neuromorphic Devices.
swig neuromorphic-computing neuromorphic-engineering python event-camera zmq numpy arm64 amd64
Language:Python 23
thomastiotto / Memristor-Models
Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.
simulation memristor-models neuromorphic-computing neuromorphic
Language:Jupyter Notebook 22
ajayarunachalam / pynmsnn
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
pytorch spiking-neural-networks python neuromorphic neuromorphic-computing classification regression predictive-modeling machine-learning deep-learning deep-neural-networks torch biological-neural-networks hebbian-learning spike-time-dependent-plasticity spike-inference spike-detection
Language:Jupyter Notebook 21
cortical-team / neko
deep-learning neuromorphic-computing learning-algorithms
Language:Python 17
Merterm / BRAIN-M
Brilliantly Radical Artificially Intelligent Neural Machine
brain hardware hardware-designs hardware-architectures neural-network neuromorphic-hardware neuromorphic neuromorphic-computing neuromorphic-engineering neuroscience neurons neuron
Language:Verilog 14
Aayush-Ankit / traNNsformers
Structured clustering for memristive crossbar based neuromorphic architectures
deep-learning memristive-crossbar memristor sparsity neuromorphic-computing
Language:MATLAB 13
dodo47 / SpikE
Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".
spiking-neural-network graph-embedding knowledge-graph relational-learning neuromorphic-computing symbolic-artificial-intelligence symbolic-ai link-prediction
Language:Jupyter Notebook 13
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.
blockchain blockchain-technology crypto cryptocurrency gpu neuromorphic-computing trgx
Language:C++ 12
dynexcoin / Dynex-Whitepaper
With the end of Moore’s law approaching and Dennard scaling ending, the computing community is increasingly looking at new technologies to enable continued performance improvements. A neuromorphic computer is a nonvon Neumann computer whose structure and function are inspired by biology and physics. Today, such systems can be built and operated using existing technology, even at scale, and are capable of outperforming current quantum computers.
blockchain blockchain-technology crypto cryptocurrency neuromorphic-computing token trgx
11
genema / Noisy-Spiking-Neuron-Nets
[CELL PATTERNS] Official repo of Noisy Spiking Neural Networks
neuroscience snn spiking-neural-networks spiking-neurons lif-neurons surrogate-gradients noise-driven-learning noisy-lif-neurons machine-learning neuromorphic-computing
Language:Python 11
AndrzejKucik / SNN4Space
ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.
ann artificial-neural-networks energy-consumption energy-efficiency eurosat land-cover-classification land-use-classification land-use-land-cover neuromorphic neuromorphic-computing snn spiking-neural-networks ucm ucmerced
Language:Python 10

neuromorphic-computing

666DZY666 / micronet

lava-nc / lava

jiaxiaogang / he4o

mikeroyal / Neuromorphic-Computing-Guide

BICLab / Spike-Driven-Transformer

prophesee-ai / openeb

htm-community / htm.core

open-neuromorphic / open-neuromorphic

jiaxiaogang / HELIX_THEORY

lava-nc / lava-dl

dynexcoin / Dynex

IGITUGraz / LSNN-official

zhouchenlin2096 / Awesome-Spiking-Neural-Networks

intel-nrc-ecosystem / models

bollossom / GAC

electronicvisions / norse

combra-lab / spiking-ddpg-mapless-navigation

bollossom / VTSNN

zhouchenlin2096 / Spikingformer

lava-nc / lava-optimization

haoxiangsnr / spiking-fullsubnet

lava-nc / lava-dnf

metr0jw / Spiking-Neural-Network-on-FPGA

zhouchenlin2096 / Spikingformer-CML

combra-lab / snn-eeg

duguyue100 / pyaer

thomastiotto / Memristor-Models

ajayarunachalam / pynmsnn

cortical-team / neko

Merterm / BRAIN-M

Aayush-Ankit / traNNsformers

dodo47 / SpikE

dynexcoin / Dynex-Neuromorphic-Chip

dynexcoin / Dynex-Whitepaper

genema / Noisy-Spiking-Neuron-Nets

AndrzejKucik / SNN4Space