spiking-neural-network

There are 3 repositories under spiking-neural-network topic.

codingonion / awesome-yolo-object-detection
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
yolo yolov5 onnx tensorrt object-detection snn attention yolov8 autonomous-driving spiking-neural-network gui awesome-list sora openai gpt yolov9 qt cuda llm ultralytics
1043
cwq159 / PyTorch-Spiking-YOLOv3
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 Spiking-YOLOv3-Tiny at present.
ann-to-snn channel-wise-normalization coco convert-operators eriklindernoren parameter-normalization pascal-voc pytorch-yolov3 snn spiking-neural-network spiking-yolo ultralytics yolov3-tiny
Language:Python 191
BICLab / Spike-Driven-Transformer
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
neuromorphic-computing spike-driven spiking-neural-network spiking-transformer transformer-based-snn
Language:Python 168
StarRing2022 / ChatGPTX-Uni
实现一种多Lora权值集成切换+Zero-Finetune零微调增强的跨模型技术方案，LLM-Base+LLM-X+Alpaca，初期，LLM-Base为Chatglm6B底座模型，LLM-X是LLAMA增强模型。该方案简易高效，目标是使此类语言模型能够低能耗广泛部署，并最终在小模型的基座上发生“智能涌现”，力图最小计算代价达成ChatGPT、GPT4、ChatRWKV等人类友好亲和效果。当前可以满足总结、提问、问答、摘要、改写、评论、扮演等各种需求。
chatglm-6b chatgpt4 chatrwkv llama spiking-neural-network lora-fusion auto-gpt
Language:Python 119
BICLab / EMS-YOLO
Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)
spiking-neural-network spiking-yolo
Language:Python 116
codingonion / awesome-snn
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
snn spiking-neural-network yolo yolov5 brain object-detection bindsnet spiking braincog pytorch stbp event-camera computer-vision yolov8 chatgpt spikingjelly gpt4 large-language-models awesome-list yolov9
113
zhouchenlin2096 / Awesome-Spiking-Neural-Networks
A paper list of spiking neural networks, including papers, codes, and related websites.
3rd-generation-of-artificial-neural-networks awesome awesome-list binary biological-plausibility brain-inspired codes deep-learning energy-efficiency event-driven neuromorphic-computing paperlist papers snn spike spiking spiking-neural-network spikingjelly
87
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 31
MXHX7199 / SNN-SSTDP
SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.
spiking-neural-network deep-learning
Language:Python 28
QVPR / VPRTempo
Code for VPRTempo, our temporally encoded spiking neural network for visual place recognition.
localization navigation pytorch spiking-neural-network visual-place-recognition robotics
Language:Python 28
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
VicenteAlex / Spiking_ResNet
Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
deep-learning feature-extraction machine-learning neural-network python pytorch resnet spiking-neural-network spiking-neural-networks
Language:Python 23
Jiankun-chen / Supervised-SNN-with-GD
A supervised learning algorithm of SNN is proposed by using spike sequences with complex spatio-temporal information. We explore an error back-propagation method of SNN based on gradient descent. The chain rule proved mathematically that it is sufficient to update the SNN’s synaptic weights by directly using an optimizer. Utilizing the TensorFlow framework, a bilayer supervised learning SNN is constructed from scratch. We take the lead in the application of SAR image classification and conduct experiments on the MSTAR dataset.
spiking-neural-network supervised-learning gradient-descent optimizer sar-image-classification spike-sequence synaptic-weight tensorflow
Language:Python 17
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
CarsonScott / continuous-spiking-neural-network
artificial-intelligence machine-learning neural-network ai spiking-neural-network
Language:Python 9
SpiNNCer
SpiNNakerManchester / SpiNNCer
Bio-inspired neuromorphic cerebellum
spinnaker spinnaker-nmc spinnaker-hardware neuromorphic neuromorphic-computing neuromorphic-hardware pynn cerebellum cerebellum-model spiking-neural-network nest-simulator
Language:Python 9
Axelwickm / NeuroCorrelation
3D Spiking neural network simulation exploring Spike Timing Dependent Plasticity (STDP)
simulation neural-network opengl biology biological-simulations biological-simulation biological-networks neuron-simulator spiking-neural-network
Language:C++ 6
Tab-ct / MAP-SNN
Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks
backpropagation-algorithm spiking-neural-network
Language:Python 6
combra-lab / spiking-oculomotor-head-control
Python and ROS implementation of an SNN on Intel's Loihi neuromorphic processor mimicking the oculomotor system controlling a biomimetic robotic head
snn spiking-neural-network neuromorphic neuromorphic-computing loihi robotics ros-kinetic arbotix intel-neuromorphic ros
Language:OpenEdge ABL 5
khengyeww / sym-STDP
Hao's sym-STDP-SNN model
spiking-neural-network snn
Language:Python 5
acaciasresearch / aegis-viii-showcase
Showcases of Spiking Neural Network, which have Synaptic Plasticity
spiking-neural-network synaptic-plasticity
4
ianmkim / snnpp
Spiking Neural Network implementation in pure C++ with minimal dependencies
mnist neural-network spiking-neural-network c-plus-plus classification machine-learning
Language:C++ 4
BoccheseGiacomo / SCRN----Pre-Alpha-version
Self-Control Reservoir Network is a neural network concept that inspires from the human brain and from Reservoir Computing, designed for a better and smarter computing network
emergent-behavior machine-learning machine-learning-algorithms neural-network self-organizing-map spiking-neural-network spiking-neural-networks
Language:Jupyter Notebook 3
gogoalexy / FlyintelBot
Bio-inspired spiking-neural-network framework on an autonomous robot car.
snn spiking-neural-network navigation drosophila robot-framework
Language:C++ 3
michaelgzt / loihi-control-loop-demo
A demo for robotic control loop with Intel's Loihi neuromorphic chip used in our papers
control loihi neuromorphic-computing robotics spiking-neural-network
Language:Jupyter Notebook 3
rpazuki / snn.tutorial
Demo: Spiking Neural Network (SNN) using Generalised Linear Model (GLM)
snn roozbeh snn-demo glm spiking-neural-networks spiking-neural-network generalized-linear-models stochastic-gradient-descent
Language:Jupyter Notebook 3
Thvnvtos / SNN_vs_ANN
A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.
spiking-neural-networks few-shot-learning spiking-neural-network snn stdp catastrophic-forgetting
Language:Python 3
comptelab / serialNMDA
This repository contains all codes necessary to reproduce figures and results reported in Stein, Barbosa et al. (Nature Communications, 2020) from the raw data acquired in human behavioral experiments (data included in the repository), and from the relevant model simulations.
working-memory schizophrenia spiking-neural-network mixed-models rpy2 anti-nmdar-encephalitis
Language:Python 2
felix11h / ocnc17-rosenbaum2017
Network model of Rosenbaum et al. (2017) reimplemented in Brian 2. Developed as a course project during OCNC2017.
brian2 spiking-neural-network comp-neuro
Language:Python 1
PhilippThoelke / spiking-network
Simulation of a real time spiking neural network
artificial-intelligence learning simulation spiking-neural-network
Language:Rust 1
ssgier / morphyne
Accelerated SNN simulator for neuromorphic computing and research in Python
neuromorphic-computing snn spiking-neural-network stdp
Language:Python 1
uni-courses / snncompare
Runs networkx graphs representing spiking neural networks of LIF-neurons on lava-nc or networkx.
graph graph-algorithms networkx neuromorphic neuromorphic-engineering spiking-neural-network spiking-neural-networks lava-nc neuromorphi-computing
Language:Python 1
jasommer / spiking-neural-network
code demos for primitives of spiking neural networks
integrate-and-fire snn spiking-neural-network spiking-neurons
Language:Jupyter Notebook 0
simonmichau / dynamic-memory-traces-for-sequence-learning-in-spiking-network
Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'
stdp liquid-state-machine spiking-neural-network
Language:Python 0
simonmichau / sequence-learning
A neuroscientific sequence learning model on spiking neural networks with winner-take-all circuits and lateral inhibition. Written using the NEST neural simulator and custom neuron/synapse models.
nest sequence-learning spiking-neural-network winner-take-all lateral-inhibition simulation
Language:Python 0

spiking-neural-network

codingonion / awesome-yolo-object-detection

cwq159 / PyTorch-Spiking-YOLOv3

BICLab / Spike-Driven-Transformer

StarRing2022 / ChatGPTX-Uni

BICLab / EMS-YOLO

codingonion / awesome-snn

zhouchenlin2096 / Awesome-Spiking-Neural-Networks

metr0jw / Spiking-Neural-Network-on-FPGA

zhouchenlin2096 / Spikingformer-CML

MXHX7199 / SNN-SSTDP

QVPR / VPRTempo

combra-lab / snn-eeg

VicenteAlex / Spiking_ResNet

Jiankun-chen / Supervised-SNN-with-GD

dodo47 / SpikE

CarsonScott / continuous-spiking-neural-network

SpiNNakerManchester / SpiNNCer

Axelwickm / NeuroCorrelation

Tab-ct / MAP-SNN

combra-lab / spiking-oculomotor-head-control

khengyeww / sym-STDP

acaciasresearch / aegis-viii-showcase

ianmkim / snnpp

BoccheseGiacomo / SCRN----Pre-Alpha-version

gogoalexy / FlyintelBot

michaelgzt / loihi-control-loop-demo

rpazuki / snn.tutorial

Thvnvtos / SNN_vs_ANN

comptelab / serialNMDA

felix11h / ocnc17-rosenbaum2017

PhilippThoelke / spiking-network

ssgier / morphyne

uni-courses / snncompare

jasommer / spiking-neural-network

simonmichau / dynamic-memory-traces-for-sequence-learning-in-spiking-network

simonmichau / sequence-learning