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47 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
Open Neuromorphic
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114
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
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.
Awesome Neuromorphic Hw
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75
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
Awesome Snn
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70
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
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.
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.
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.
Rockpool
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37
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
Parametric Leaky Integrate And Fire Spiking Neuron
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34
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
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
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
Conv_snn
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23
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
Wheatnnleek
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23
Spiking neural network system
Es Imagenet Master
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23
code for generating data set ES-ImageNet with corresponding training code
Snn
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22
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
Snns In Tensorflow
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20
Implementation of a Spiking Neural Network in Tensorflow.
Edabk_brain_soc
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20
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.
Neurapse
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20
Nuerapse simulations for SNNs
Spikeflow
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20
Python library for easy creation and running of spiking neural networks in tensorflow.
Spyker
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19
High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.
Spiking Neural Network On Fpga
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18
Leaky Integrate and Fire (LIF) model implementation for FPGA
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.
Pop Spiking Deep Rl
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17
DRL with population coded spiking neural network for optimal and energy-efficient continuous control.
Spikingformer Cml
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14
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
Simple Spiking Neural Network Stdp
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14
A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
Ijcnn2016
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13
Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control
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"
Awesome Neuromorphic
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11
A curated list of awesome neuromorphic frameworks, libraries, resources, and other things
Bsim
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10
High Performance Simulation of Spiking Neural Network on GPGPUs
Snn4space
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10
ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.
Qsnns
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9
Quantization-aware training with spiking neural networks
Snnlibpy
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9
A tiny Spiking neural network library implemented by BindsNet.
Noisy Spiking Neuron Nets
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8
Official repo of Noisy Spiking Neural Networks
Snnmetrics
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7
Metrics for spiking neural networks based on torchmetrics
Dct Snn
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7
Code for DCT_SNN, an input encoding scheme for SNNs using DCT
Neuronpp
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6
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
Snn Iir
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6
PyTorch implementation of IJCAI 2020 paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network
Spikey
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5
Malleable spiking neural network framework and training platform.
Spiking Oculomotor Head Control
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5
Python and ROS implementation of an SNN on Intel's Loihi neuromorphic processor mimicking the oculomotor system controlling a biomimetic robotic head
Related Searches
Spiking Neural Networks Snn (33)
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