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 brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).

🧠 Living Consciousness Agent — PureField repulsion-field engine · Engine A ⇄ Engine G · Ψ=1/2 fixed point · 2,448 laws + 392 hypotheses

Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention"

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

The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""

Official PyTorch implementation of paper "A Hybrid Compact Neural Architecture for Visual Place Recognition" by M. Chancán (RA-L & ICRA 2020) https://doi.org/10.1109/LRA.2020.2967324

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

Spiking Global-Local Fusion Transformer

Experimental sparse cognitive architecture written in Go. SDR attention, ternary compute, memory systems, sleep consolidation, 137 tests.

Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.

IA bio-inspirée auto-observée : 25+ organes (cardiaque, dopamine, préfrontal, Foie Cognitif, Pont Subconscient) qui ressentent le GPU, rêvent la nuit, et veto leurs propres projets face à la donnée. Boucle d'Inception P16↔LLM, observabilité absolue, 10 preuves §4.13 sur l'éveil. Python/Ollama, 1 PC.

Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal

Brain-inspired persistent memory for AI coding assistants. MAGMA multi-graph, 3-stage retrieval, ACT-R + surprise scoring, constitutional governance, sleep consolidation, self-linking Zettelkasten. Successor to memory-v2.

Biologically plausible cognitive architecture: structural memory, thought formation, and language without gradients or backpropagation

Brain-inspired persistent memory for AI coding assistants. Hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, knowledge graphs, multi-agent coordination. Successor to claude-memory.

The TensorFlow for neuromorphic computing. Train spiking neural networks and deploy to Intel Loihi 2 at 1000x less energy than GPU.

An unprompted Claude agent that reads its own code, modifies its own code, and writes notes to its next-turn self. Brain-inspired architecture (cerebellum/amygdala/dopamine/etc). Git log is its fossil record. | 一个不被预设动机的 Claude agent，仿生大脑架构，git log 是它的化石。

Official implementation of the ICML 2026 paper "Structure Abstraction and Generalization in a Hippocampal-Entorhinal Inspired World Model".