SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
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Apr 21, 2025 - Python
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spiking-neural-networks
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Simulation of spiking neural networks (SNNs) using PyTorch.
machine-learning reinforcement-learning simulation dynamic pytorch neurons spiking-neural-networks gpu-computing synapse snn stdp
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Apr 26, 2025 - Python
Deep and online learning with spiking neural networks in Python
python machine-learning neuroscience spike pytorch neural-networks spiking-neural-networks snn spiking neuron-models
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Feb 22, 2025 - Python
Pure python implementation of SNN
python neural-network mnist-classification spiking-neural-networks spike-time-dependent-plasticity neuromorphic synapse spike-trains neuromorphic-hardware
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Jul 29, 2022 - Python
Brian is a free, open source simulator for spiking neural networks.
python science biological-simulations neuroscience computational-neuroscience simulation-framework code-generation spiking-neural-networks differential-equations brian brian2
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Apr 30, 2025 - Python
Deep learning with spiking neural networks (SNNs) in PyTorch.
machine-learning deep-learning neural-network gpu pytorch autograd spiking-neural-networks tensor neuromorphic pytorch-lightning
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Apr 14, 2025 - Python
Brain Dynamics Programming in Python
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Apr 24, 2025 - Python
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…
computational-neuroscience spiking-neural-networks brain-inspired-computation brain-simulations brain-inspired-ai
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Apr 27, 2025 - Python
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
deep-neural-networks caffe lasagne deep-learning tensorflow keras pytorch spinnaker nest spiking-neural-networks brian pynn brian2 loihi
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Jan 13, 2023 - Python
🔥 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。
awesome awesome-list spiking-neural-networks conference-paper snn neuromorphic-computing paper-list brain-inspired-computing spiking-neural-network
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Mar 26, 2025
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.
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Nov 6, 2022 - Jupyter Notebook
GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.
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Apr 25, 2025 - C++
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
machine-learning deep-learning dynamic python3 pytorch neural-networks gpu-acceleration spiking-neural-networks gpu-computing stdp
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Jul 31, 2024 - Python
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
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May 10, 2024 - Python
Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Best Paper Candidate)
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Apr 15, 2025 - Python
Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
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Jun 10, 2019 - Python
NGC-Learn: Neurobiological Systems Design and Simulation in Python
python machine-learning neuroscience computational-neuroscience neural-networks cognitive-science spiking-neural-networks free-energy learning-algorithms hebbian-learning credit-assignment jax spiking-networks predictive-coding biological-neural-networks local-learning brain-inspired-computing spike-timing-dependent-plasticity predictive-processing neuroai
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Apr 29, 2025 - Python
Spiking Neural Networks in C++ with strong GPU acceleration through CUDA
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Jul 3, 2020 - Cuda
Spyx: Spiking Neural Networks in JAX
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Oct 16, 2024 - Jupyter Notebook
Event-Based Angular Velocity Regression with Spiking Networks
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Apr 6, 2022 - Python
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