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.

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

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

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.