Topic: spiking-neural-networks Goto Github
Some thing interesting about spiking-neural-networks
Some thing interesting about spiking-neural-networks
spiking-neural-networks,Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
User: amassivek
Home Page: https://amassivek.github.io/sigprop
spiking-neural-networks,🔥 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。
User: axyzdong
spiking-neural-networks,Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
User: basbuller
spiking-neural-networks,Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
User: biclab
Home Page: https://ieeexplore.ieee.org/abstract/document/10032591
spiking-neural-networks,Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
User: biclab
Home Page: https://openreview.net/forum?id=1SIBN5Xyw7
spiking-neural-networks,Simulation of spiking neural networks (SNNs) using PyTorch.
Organization: bindsnet
spiking-neural-networks,Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
User: bollossom
Home Page: https://ojs.aaai.org/index.php/AAAI/article/view/27816
spiking-neural-networks,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.
Organization: braincog-x
Home Page: http://www.brain-cog.network/
spiking-neural-networks,Brain Dynamics Programming in Python
Organization: brainpy
Home Page: https://brainpy.readthedocs.io/
spiking-neural-networks,Brian is a free, open source simulator for spiking neural networks.
Organization: brian-team
Home Page: http://briansimulator.org
spiking-neural-networks,A brian2 extension to simulate spiking neural networks on GPUs
Organization: brian-team
Home Page: https://brian2cuda.readthedocs.io/
spiking-neural-networks,Brian 2 frontend to the GeNN simulator
Organization: brian-team
Home Page: http://brian2genn.readthedocs.io/
spiking-neural-networks,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.
User: clamesc
spiking-neural-networks,DRL with population coded spiking neural network for optimal and energy-efficient continuous control.
Organization: combra-lab
spiking-neural-networks,Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
Organization: combra-lab
spiking-neural-networks,Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
User: djsaunde
spiking-neural-networks,Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
User: djsaunde
spiking-neural-networks,[AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
User: edisonleeeee
Home Page: https://arxiv.org/abs/2208.10364
spiking-neural-networks,Deep learning for spiking neural networks
Organization: electronicvisions
Home Page: https://norse.ai/docs
spiking-neural-networks,Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
User: fangwei123456
spiking-neural-networks,SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
User: fangwei123456
Home Page: https://spikingjelly.readthedocs.io
spiking-neural-networks,Neural Simulator for AGI research and development
User: futureaiguru
Home Page: http://brainsim.org
spiking-neural-networks,Auryn: A fast simulator for spiking neural networks with synaptic plasticity
User: fzenke
Home Page: https://fzenke.net/auryn/
spiking-neural-networks,GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.
Organization: genn-team
Home Page: http://genn-team.github.io/
spiking-neural-networks,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.
User: guillaume-chevalier
spiking-neural-networks,SyOPs counter for spiking neural networks
User: icgy96
spiking-neural-networks,Liquid State Machines in Python and NEST
Organization: igitugraz
spiking-neural-networks,Long short-term memory Spiking Neural Networks
Organization: igitugraz
spiking-neural-networks,This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.
Organization: intel-nrc-ecosystem
Home Page: http://neuromorphic.intel.com
spiking-neural-networks,Deep and online learning with spiking neural networks in Python
User: jeshraghian
Home Page: https://snntorch.readthedocs.io/en/latest/
spiking-neural-networks,Spyx: Spiking Neural Networks in JAX
User: kmheckel
Home Page: https://spyx.readthedocs.io/en/latest/
spiking-neural-networks,Basic SNN propogating spikes between LIF neurons
User: markstrefford
spiking-neural-networks,JAX-based Spiking Neural Network framework
Organization: markusai
spiking-neural-networks,NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
Organization: naclab
spiking-neural-networks,Deep learning integration for Nengo
Organization: nengo
Home Page: https://www.nengo.ai/nengo-dl
spiking-neural-networks,Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
Organization: neuromorphicprocessorproject
spiking-neural-networks,Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
User: nitin-rathi
Home Page: https://openreview.net/forum?id=B1xSperKvH
spiking-neural-networks,Deep learning with spiking neural networks (SNNs) in PyTorch.
Organization: norse
Home Page: https://norse.github.io/norse/
spiking-neural-networks,A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
User: realamirhe
spiking-neural-networks,The Spiking Reservoir (Liquid State Machine - LSM) Simulator
User: ricardodeazambuja
spiking-neural-networks,
Organization: sandialabs
spiking-neural-networks,Pure python implementation of SNN
User: shikhargupta
spiking-neural-networks,A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Organization: synsense
Home Page: https://sinabs.readthedocs.io
spiking-neural-networks,
User: takyamamoto
spiking-neural-networks,Spiking Neural Networks in C++ with strong GPU acceleration through CUDA
Organization: tudelft
spiking-neural-networks,Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks
Organization: tudelft
spiking-neural-networks,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.
Organization: uci-carl
Home Page: http://uci-carl.github.io/CARLsim3
spiking-neural-networks,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.
Organization: uci-carl
Home Page: http://www.socsci.uci.edu/~jkrichma/CARLsim
spiking-neural-networks,Event-Based Angular Velocity Regression with Spiking Networks
Organization: uzh-rpg
spiking-neural-networks,Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
User: zhouchenlin2096
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.