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Search results for spiking neural networks
spiking-neural-networks
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115 search results found
Bindsnet
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1,444
Simulation of spiking neural networks (SNNs) using PyTorch.
Spikingjelly
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1,123
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
Awesome Yolo Object Detection
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1,047
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
Snntorch
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935
Deep and online learning with spiking neural networks in Python
Brian2
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838
Brian is a free, open source simulator for spiking neural networks.
Norse
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580
Deep learning with spiking neural networks (SNNs) in PyTorch.
Brainpy
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438
Brain Dynamics Programming in Python
Spiking Neural Network
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434
Pure python implementation of SNN
Brain Cog
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357
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society.
Snn_toolbox
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293
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
Genn
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221
GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.
Spiking Neural Network Snn With Pytorch Where Backpropagation Engenders Stdp
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192
What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.
Lm Snn
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140
Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
Spike Driven Transformer
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130
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
Pysnn
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118
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
Awesome Snn Conference Paper
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91
🔥 This repo collects summit papers, codes about Spiking Neural Networks for anyone who wants to do research on it. We are continuously improving the project.
Auryn
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89
Auryn: A fast simulator for spiking neural networks with synaptic plasticity
Snn_angular_velocity
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87
Event-Based Angular Velocity Regression with Spiking Networks
Nengo Dl
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77
Deep learning integration for Nengo
Ngc Learn
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71
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
Awesome Snn
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70
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
Models
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69
This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.
Spiketorch
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69
Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
Pytorch Spiking Yolov3
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65
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.
Event_flow
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64
Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks
Brainsimii
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63
Neural Simulator for AGI research and development
Carlsim4
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63
CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.
Gac
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61
Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
Norse
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58
Deep learning for spiking neural networks
Sinabs
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56
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Brian2cuda
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56
A brian2 extension to simulate spiking neural networks on GPUs
Carlsim3
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48
CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.
Ra9
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47
JAX-based Spiking Neural Network framework
Bee
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46
The Spiking Reservoir (Liquid State Machine - LSM) Simulator
Awesome Spiking Neural Networks
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43
A paper list of spiking neural networks, including papers, codes, and related websites.
Awesome Computational Neuro Science
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42
A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
Brian2genn
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42
Brian 2 frontend to the GeNN simulator
Brainmodels
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38
Brain models implementation with BrainPy
Vprsnn
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37
Code for our IEEE RAL + ICRA 2022 paper "Spiking Neural Networks for Visual Place Recognition via Weighted Neuronal Assignments", and our ICRA2023 paper "Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place Recognition"
Cusnn
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36
Spiking Neural Networks in C++ with strong GPU acceleration through CUDA
Parametric Leaky Integrate And Fire Spiking Neuron
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34
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
Spikenet
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33
[AAAI23] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
Training Neural Networks For Event Based End To End Robot Control
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33
TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement Learning or Spiking Neural Networks.
Pytorch Spiking
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32
Spiking neuron integration for PyTorch
Spyx
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31
Spyx: Spiking Neural Networks in JAX
Spiking Neural Network
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30
Basic SNN propogating spikes between LIF neurons
Keras Spiking
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29
Spiking neuron integration for Keras
Lsm
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29
Liquid State Machines in Python and NEST
Bindsnet
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28
Simulation of spiking neural networks (SNNs) using PyTorch.
Nengolib
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28
Nengo library of additional extensions
Attention Snn
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28
Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
Ems Yolo
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27
Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)
Spikingformer
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27
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
Hybrid Snn Conversion
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26
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
Snn Experiments
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25
Some of my initial studies using spiking neural networks and Python
Net
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23
Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
Wheatnnleek
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23
Spiking neural network system
Dendrify
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23
Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
Signalpropagation
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23
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
Spore Nest Module
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22
Synaptic Plasticity with Online Reinforcement learning
Snns In Tensorflow
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20
Implementation of a Spiking Neural Network in Tensorflow.
Vprtempo
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20
Code for VPRTempo, our temporally encoded spiking neural network for visual place recognition.
Spikeflow
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20
Python library for easy creation and running of spiking neural networks in tensorflow.
Spiking_resnet
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18
Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
Spiking Neural Network On Fpga
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18
Leaky Integrate and Fire (LIF) model implementation for FPGA
Snn Encoder Tools
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17
Data encoders
Ml_genn
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17
A library for deep learning with Spiking Neural Networks (SNN).
Snn_object_recognition
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17
One-Shot Object Appearance Learning using Spiking Neural Networks
Spiking Restricted Boltzmann Machine
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17
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
Pop Spiking Deep Rl
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17
DRL with population coded spiking neural network for optimal and energy-efficient continuous control.
Spiking Ddpg Mapless Navigation
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17
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
Asa Snn
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15
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
Spkeras
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14
Conversion from CNNs to SNNs using Tensorflow-Keras
Spikingformer Cml
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14
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
Spikernn
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13
Spikenet.jl
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13
A spiking neural network simulator written in Julia.
Snn From Scratch With Python
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13
Ijcnn2016
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13
Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control
Lsnn Official
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13
Long short-term memory Spiking Neural Networks
Opennas
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12
OpenN@S: Open-source software to NAS automatic VHDL code generation
Sym Stdp Snn
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12
Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"
Pynmsnn
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11
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
Snn4space
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10
ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.
Syops Counter
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10
SyOPs counter for spiking neural networks
Snnlibpy
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9
A tiny Spiking neural network library implemented by BindsNet.
Dsrl
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9
Deep Spiking Reinforcement Learning
Qsnns
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9
Quantization-aware training with spiking neural networks
Snn Adversarial Attacks
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9
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
Direct Training Snn
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8
This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch
Spiking Inception
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8
Spiking Inception architecture for unsupervised Spiking Neural Networks.
Hybrid Stereo Matching
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8
Framework for event- and frame-based stereo matching using SNNs and MRFs
Fedsnn
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8
Source code for the paper "Federated Learning with Spiking Neural Networks".
Eve Mli
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8
eve-mli: making learning interesting
Spike
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8
Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".
Sstformer
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8
Official PyTorch implementation of "SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition"
Noisy Spiking Neuron Nets
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8
Official repo of Noisy Spiking Neural Networks
Mc Sefron
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7
Parallelspikesim
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7
GPU accelerated spiking neural network simulator
Spikingsim
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6
SpikingSIM, spiking camera simulator
Nmsat
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6
Simulate and analyse complex microcircuits
1-100 of 115 search results
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