codingonion/awesome-yolo-object-detection

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

Size: 251 KB - Last synced: 3 days ago - Pushed: 14 days ago - Stars: 1,058 - Forks: 170

zhouchenlin2096/Awesome-Spiking-Neural-Networks

A paper list of spiking neural networks, including papers, codes, and related websites.

Size: 315 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 97 - Forks: 8

acaciasresearch/aegis-viii-showcase

Showcases of Spiking Neural Network, which have Synaptic Plasticity

Size: 97 MB - Last synced: 9 days ago - Pushed: about 5 years ago - Stars: 4 - Forks: 0

metr0jw/Spiking-Neural-Network-on-FPGA

Leaky Integrate and Fire (LIF) model implementation for FPGA

Language: Verilog - Size: 69.3 KB - Last synced: 3 days ago - Pushed: 7 months ago - Stars: 35 - Forks: 4

QVPR/VPRTempo

Code for VPRTempo, our temporally encoded spiking neural network for visual place recognition.

Language: Python - Size: 53.7 MB - Last synced: 15 days ago - Pushed: about 2 months ago - Stars: 28 - Forks: 5

BICLab/Spike-Driven-Transformer

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

Language: Python - Size: 2.7 MB - Last synced: 24 days ago - Pushed: about 2 months ago - Stars: 167 - Forks: 13

SpiNNakerManchester/vor_cerebellum

Cerebellum learning to perform the VOR.

Language: Jupyter Notebook - Size: 52.8 MB - Last synced: 25 days ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

codingonion/awesome-snn

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

Size: 20.5 KB - Last synced: 26 days ago - Pushed: 27 days ago - Stars: 112 - Forks: 10

BICLab/EMS-YOLO

Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)

Language: Python - Size: 369 KB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 95 - Forks: 8

uni-courses/snncompare

Runs networkx graphs representing spiking neural networks of LIF-neurons on lava-nc or networkx.

Language: Python - Size: 92.9 MB - Last synced: 7 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 4.86 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 182 - Forks: 55

Axelwickm/NeuroCorrelation

3D Spiking neural network simulation exploring Spike Timing Dependent Plasticity (STDP)

Language: C++ - Size: 1.63 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 1

SpiNNakerManchester/SpiNNCer

Bio-inspired neuromorphic cerebellum

Language: Python - Size: 43.5 MB - Last synced: 25 days ago - Pushed: 7 months ago - Stars: 9 - Forks: 1

zhouchenlin2096/Spikingformer-CML

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

Language: Python - Size: 1.11 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 30 - Forks: 2

rpazuki/snn.tutorial

Demo: Spiking Neural Network (SNN) using Generalised Linear Model (GLM)

Language: Jupyter Notebook - Size: 4.76 MB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 2

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

Language: Jupyter Notebook - Size: 36.1 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

Tab-ct/MAP-SNN

Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks

Language: Python - Size: 10.7 KB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 0

VicenteAlex/Spiking_ResNet

Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

Language: Python - Size: 39.1 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 18 - Forks: 1

ianmkim/snnpp

Spiking Neural Network implementation in pure C++ with minimal dependencies

Language: C++ - Size: 34.1 MB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

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。

Language: Python - Size: 113 MB - Last synced: 6 months ago - Pushed: 10 months ago - Stars: 113 - Forks: 10

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.

Language: Python - Size: 2.63 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 15 - Forks: 3

michaelgzt/loihi-control-loop-demo

A demo for robotic control loop with Intel's Loihi neuromorphic chip used in our papers

Language: Jupyter Notebook - Size: 13.7 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

felix11h/ocnc17-rosenbaum2017

Network model of Rosenbaum et al. (2017) reimplemented in Brian 2. Developed as a course project during OCNC2017.

Language: Python - Size: 5.6 MB - Last synced: 9 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

PhilippThoelke/spiking-network

Simulation of a real time spiking neural network

Language: Rust - Size: 18.6 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Thvnvtos/SNN_vs_ANN

A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.

Language: Python - Size: 892 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

ssgier/morphyne

Accelerated SNN simulator for neuromorphic computing and research in Python

Language: Python - Size: 123 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

dodo47/SpikE

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

Language: Jupyter Notebook - Size: 1.28 MB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 9 - Forks: 0

MXHX7199/SNN-SSTDP

SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.

Language: Python - Size: 72.3 KB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 26 - Forks: 1

combra-lab/snn-eeg

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

Language: Python - Size: 43 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 2

gogoalexy/FlyintelBot

Bio-inspired spiking-neural-network framework on an autonomous robot car.

Language: C++ - Size: 7.22 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

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

Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'

Language: Python - Size: 68 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 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.

Language: Python - Size: 19 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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

Language: OpenEdge ABL - Size: 3.24 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 6 - Forks: 0

CarsonScott/continuous-spiking-neural-network

Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 6 - Forks: 0

ChengJin-git/SIT-HNN

Official code repository of SIT-HNN

Size: 15.6 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 10.2 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 2

matthewcso/pyNN_example

A few Colab Notebooks that can be used to get started with pyNN and test virtual sPyNNaker without many issues.

Language: Jupyter Notebook - Size: 109 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

khengyeww/sym-STDP

Hao's sym-STDP-SNN model

Language: Python - Size: 110 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0