Search Results - RepositoryStats

478

2.2k

mit

41

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-Ari...

Created 2019-12-04

295 commits to master branch, last one 3 years ago

lava lava-nc

144

569

other

29

A Software Framework for Neuromorphic Computing

python neuromorphic neuroscience deep-learning neural-networks neuromorphic-computing

Created 2021-09-29

332 commits to main branch, last one 2 months ago

Neuromorphic-Computing-Guide mikeroyal

58

380

unknown

19

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

Created 2021-10-03

25 commits to main branch, last one 12 months ago

he4o jiaxiaogang

49

323

agpl-3.0

27

螺旋熵减系统

agi helix neuron-models decision-system theory-of-helix thinking-machine brain-inspired-ai brain-simulations learning-algorithm neuromorphic-computing brain-inspired-computation computational-neuroscience unsupervised-machine-learning artificial-general-intelligence unsupervised-learning-algorithms

Created 2017-04-07

4,203 commits to master branch, last one 2 days ago

Awesome-Spiking-Neural-Networks zhouchenlin2096

27

314

unknown

19

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。

snn codes spike binary papers awesome spiking paperlist awesome-list event-driven spikingjelly deep-learning brain-inspired energy-efficiency neuromorphic-computing spiking-neural-network biological-plausibility 3rd-generation-of-artificial-neural-networks

Created 2023-02-21

179 commits to master branch, last one 28 days ago

awesome-snn-conference-paper AXYZdong

19

285

mit

8

🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。

snn awesome paper-list awesome-list conference-paper neuromorphic-computing spiking-neural-network spiking-neural-networks brain-inspired-computing

Created 2023-03-24

36 commits to main branch, last one about a month ago

Spike-Driven-Transformer BICLab

20

228

apache-2.0

3

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

spike-driven spiking-transformer transformer-based-snn neuromorphic-computing spiking-neural-network

Created 2023-07-04

12 commits to main branch, last one 9 months ago

open-neuromorphic open-neuromorphic

25

189

gpl-2.0

10

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

snn neuromorphic deep-learning neural-network machine-learning neuromorphic-computing

Created 2022-12-10

77 commits to main branch, last one 26 days ago

openeb prophesee-ai

44

175

unknown

12

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

sdk camera-api event-based event-camera neuromorphic computer-vision event-based-camera neuromorphic-computing neuromorphic-engineering

Created 2021-03-23

141 commits to main branch, last one about a month ago

lava-dl lava-nc

69

155

bsd-3-clause

12

Deep Learning library for Lava

python pytorch neuromorphic deep-learning neural-networks neuromorphic-computing

Created 2021-09-29

182 commits to main branch, last one about a month ago

Spike-Driven-Transformer-V2 BICLab

20

151

unknown

7

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

neuromorphic-hardware neuromorphic-computing spiking-neural-networks

Created 2024-02-07

14 commits to main branch, last one 8 months ago

Dynex dynexcoin

48

149

mit

27

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

ai dnx depin dynex token crypto blockchain cryptocurrencies quantum-computing neuromorphic-computing

Created 2022-09-14

397 commits to main branch, last one 9 months ago

HELIX_THEORY jiaxiaogang

33

137

agpl-3.0

15

螺旋熵减理论

agi helix neuron-models decision-system theory-of-helix thinking-machine brain-inspired-ai brain-simulations learning-algorithm neuromorphic-computing brain-inspired-computation computational-neuroscience unsupervised-machine-learning artificial-general-intelligence unsupervised-learning-algorithms

Created 2017-07-26

3,415 commits to master branch, last one 2 days ago

SpikeYOLO BICLab

6

127

agpl-3.0

6

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)

neuromorphic-computing spiking-neural-networks

Created 2024-07-11

55 commits to main branch, last one 22 days ago

Event-based-Vision_Resources chakravarthi589

19

127

apache-2.0

6

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

acm dvs cvpr eccv iccv ieee wacv inivation prophesee event-cameras computer-vision prophesee-event low-light-vision ieee-transactions event-based-camera event-based-vision neuromorphic-vision dynamic-vision-sensors neuromorphic-computing

Created 2024-02-13

669 commits to main branch, last one 13 days ago

GAC bollossom

2

96

unknown

2

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

spike-driven neural-coding neuromorphic-computing spiking-neural-networks

Created 2023-08-24

28 commits to main branch, last one 7 months ago

QKFormer zhouchenlin2096

2

85

unknown

6

Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)

spike transformer event-driven brain-inspired energy-efficiency neuromorphic-computing spiking-neural-network 3rd-generation-of-artificial-neural-networks

Created 2023-07-21

77 commits to master branch, last one 25 days ago

Spikingformer zhouchenlin2096

5

85

apache-2.0

5

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

snn spike binary pytorch transformer spikingjelly deep-learning brain-inspired energy-efficiency spiking-transformer neuromorphic-computing spiking-neural-networks 3rd-generation-of-artificial-neural-networks

Created 2023-04-07

176 commits to master branch, last one about a month ago

models intel-nrc-ecosystem

26

81

bsd-3-clause

24

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

loihi python neuromorphic-computing spiking-neural-networks

This repository has been archived (exclude archived)

Created 2020-01-30

64 commits to master branch, last one about a year ago

spiking-fullsubnet haoxiangsnr

14

80

mit

4

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

noise-reduction speech-denoising speech-enhancement neuromorphic-computing neuromorphic-audio-processing

Created 2023-04-25

280 commits to main branch, last one 10 months ago

spiking-ddpg-mapless-navigation combra-lab

11

70

mit

5

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

ros snn ddpg loihi gazebo pytorch turtlebot2 intel-neuromorphic mapless-navigation neuromorphic-computing spiking-neural-networks deep-reinforcement-learning

Created 2020-07-08

10 commits to master branch, last one 3 years ago

norse electronicvisions

9

67

lgpl-3.0

13

Deep learning for spiking neural networks

python pytorch tensors deep-learning machine-learning neuromorphic-computing spiking-neural-networks

Created 2019-10-24

343 commits to master branch, last one 2 years ago

lava-optimization lava-nc

26

56

bsd-3-clause

12

Neuromorphic mathematical optimization with Lava

python solver neuromorphic optimization neural-networks neuromorphic-computing constraint-optimization mathematical-optimization

Created 2021-09-29

228 commits to main branch, last one about a month ago

VTSNN bollossom

0

55

unknown

2

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

neuromorphic-computing

Created 2023-05-11

27 commits to main branch, last one about a year ago

Spiking-Neural-Network-on-FPGA metr0jw

4

47

mit

2

Leaky Integrate and Fire (LIF) model implementation for FPGA

snn verilog lif-model lif-neuron verilog-hdl neuromorphic-computing spiking-neural-network spiking-neural-networks computational-neuroscience leaky-integrate-and-fire-model leaky-integrate-and-fire-neuron

Created 2023-01-17

18 commits to main branch, last one about a year ago

lava-dnf lava-nc

17

44

bsd-3-clause

11

Dynamic Neural Fields with Lava

python neuromorphic dynamic-neural-fields neuromorphic-computing

Created 2021-09-29

105 commits to main branch, last one 3 months ago

Spikingformer-CML zhouchenlin2096

2

38

apache-2.0

3

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

snn spike binary pytorch transformer spikingjelly deep-learning brain-inspired energy-efficiency spiking-transformer neuromorphic-computing spiking-neural-network 3rd-generation-of-artificial-neural-networks

Created 2023-05-08

169 commits to master branch, last one 6 months ago

snn-eeg combra-lab

4

35

unknown

3

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

eeg loihi pytorch eeg-classification neuromorphic-computing spiking-neural-network brain-computer-interface

Created 2022-05-30

6 commits to main branch, last one 2 years ago