Search Results - RepositoryStats

331

1.5k

agpl-3.0

43

Simulation of spiking neural networks (SNNs) using PyTorch.

snn stdp dynamic neurons pytorch synapse simulation gpu-computing machine-learning reinforcement-learning spiking-neural-networks

Created 2018-02-09

2,031 commits to master branch, last one about a month ago

spikingjelly fangwei123456

242

1.4k

other

20

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

dvs snn pytorch deep-learning machine-learning spiking-neural-networks

Created 2019-12-17

2,138 commits to master branch, last one 12 days ago

snntorch jeshraghian

224

1.4k

mit

31

Deep and online learning with spiking neural networks in Python

snn spike python pytorch spiking neuroscience neuron-models neural-networks machine-learning spiking-neural-networks

Created 2020-09-28

1,270 commits to master branch, last one 4 months ago

awesome-yolo-object-detection coderonion

191

1.3k

unknown

30

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

qt app ios llm snn cuda onnx yolo llama yolov5 yolov8 flutter yolov11 tensorrt ultralytics awesome-list object-detection autonomous-driving spiking-neural-network

Created 2022-02-19

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

Awesome-Spiking-Neural-Networks zhouchenlin2096

26

266

unknown

18

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

175 commits to master branch, last one 7 days ago

awesome-snn-conference-paper AXYZdong

20

265

mit

7

🔥 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 conference-paper spiking-neural-networks brain-inspired-computing

Created 2023-03-24

34 commits to main branch, last one 22 days ago

PyTorch-Spiking-YOLOv3 cwq159

58

209

gpl-3.0

7

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiki...

snn coco ann-to-snn pascal-voc ultralytics yolov3-tiny spiking-yolo pytorch-yolov3 eriklindernoren convert-operators spiking-neural-network parameter-normalization channel-wise-normalization

Created 2020-09-28

62 commits to ultralytics branch, last one 3 years ago

open-neuromorphic open-neuromorphic

25

182

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

75 commits to main branch, last one 10 months ago

awesome-neuromorphic-hw open-neuromorphic

15

144

gpl-2.0

6

Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.

ai ic ml dnn snn chip fpga analog digital hardware research mixed-signal neuromorphic

Created 2023-04-01

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

awesome-snn coderonion

17

143

unknown

8

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

Created 2022-04-05

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

spyx kmheckel

12

102

mit

3

Spyx: Spiking Neural Networks in JAX

ai ml jax snn dm-haiku neuromorphic neural-networks spiking-neural-networks

Created 2023-06-21

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

hybrid-snn-conversion nitin-rathi

24

97

unknown

8

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

snn pytorch deep-learning ann-snn-conversion spiking-neural-networks backpropagation-algorithm

Created 2020-02-12

23 commits to master branch, last one 3 years ago

Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron fangwei123456

25

95

unknown

4

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

snn deep-learning deep-neural-networks spiking-neural-networks

Created 2020-11-09

39 commits to main branch, last one 2 years ago

sinabs synsense

8

81

agpl-3.0

5

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

snn pytorch machine-learning spiking-neural-networks

Created 2022-02-21

1,752 commits to develop branch, last one 3 months ago

Spikingformer zhouchenlin2096

5

81

apache-2.0

4

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

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

spiking-ddpg-mapless-navigation combra-lab

11

69

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

rockpool synsense

13

53

agpl-3.0

3

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

jax snn pytorch deployment neuromorphic machine-learning

Created 2021-09-09

8,047 commits to develop branch, last one 7 days ago

Bee ricardodeazambuja

10

51

cc0-1.0

4

The Spiking Reservoir (Liquid State Machine - LSM) Simulator

c snn python simulator neurorobotics spiking-neural-networks artificial-neural-networks

Created 2015-02-11

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

pop-spiking-deep-rl combra-lab

9

50

mit

5

DRL with population coded spiking neural network for optimal and energy-efficient continuous control.

snn mujoco control robotics openai-gym spiking-neural-networks deep-reinforcement-learning

Created 2020-10-16

16 commits to main branch, last one 2 years ago

Spiking-Neural-Network-on-FPGA metr0jw

4

45

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

Spikingformer-CML zhouchenlin2096

2

37

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 4 months ago

QSNNs jeshraghian

5

36

other

3

Quantization-aware training with spiking neural networks

snn neural spiking networks neuroscience quantization deep-learning backpropagation spiking-neural-networks quantization-aware-training

Created 2022-01-03

8 commits to main branch, last one 2 years ago

edabk_brain_soc edabk-hust

6

35

apache-2.0

3

A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated by ChatGPT-4 with advanced optimizations.

snn soc chatgpt verilog chatgpt4 efabless openlane

Created 2023-10-29

63 commits to main branch, last one 9 months ago

awesome-neuromorphic artiomn

4

27

cc0-1.0

2

A curated list of awesome neuromorphic frameworks, libraries, resources, and other things

snn list pynn brain loihi neuro awesome spiking ann-to-snn awesome-list neuromorphic neural-networks machine-learning spiking-networks

Created 2023-03-15

42 commits to main branch, last one 14 days ago