spikingjelly

A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊以及CNS论文和代码，正在持续更新中。

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

Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)

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

Spiking Global-Local Fusion Transformer

Open-source Benchmark Library for Spiking Neural Network based Time-Series Forecasting.

Native Spiking Neural Network (SNN) implementation of the Baby Dragon Hatchling (BDH) architecture for Neuromorphic & Edge AI with Continual Learning.

Official code for "Attacking the Spike: On the Security of Spiking Neural Networks to Adversarial Examples" (Neurocomputing 2025). Implements the MDSE adversarial attack for SNNs, CNNs, and Vision Transformers.

Official implementation of SpikF-GO: Spiking Fourier Graph Operators for Multivariate Time Series Forecasting, accepted at ECML PKDD 2026.

Offical implementation of "Progressive multi-level self-distillation for spatiotemporal information fusion in spiking neural networks"

Neuromorphic somatosensory physical perception engine for ESP32 microcontrollers that encodes 4D physics into sparse spike patterns to enable physical self-awareness in SLM agents.

CNN vs SNN on DVS128 Gesture event data. Accuracy ties, the SNN is 6.8x slower on GPU.

Spiking neural networks for event-camera sign-language and gesture recognition. A controlled study of how far the input and the model can be reduced before accuracy suffers. 90.2% on SL-Animals-DVS (87.6% cross-validated) at 247k parameters.