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🧠 EvoSpikeNet

Next-Generation Distributed Brain Simulation Platform

EvoSpikeNet is a large-scale, distributed artificial intelligence simulation framework that integrates Spiking Neural Networks (SNN) and evolutionary computing. It balances biological plausibility with high engineering practicality, enabling the construction of self-evolving AI in distributed edge computing environments.


🌟 Core Technologies

- :material-brain: **Hybrid SNN Engine** --- An ultra-low power and high-efficiency computing engine supporting LIF, Izhikevich, and Quantum-inspired neurons. - :material-lan: **Zenoh-based Distributed Architecture** --- Synchronize and connect dozens to hundreds of nodes in real-time to build massive "distributed brains." [:octicons-arrow-right-24: View Details](DISTRIBUTED_BRAIN_SYSTEM.en.md) - :material-auto-fix: **Self-Evolution & Self-Healing** --- Automatically detect and recover from 80% of system failures and optimize network structures adaptively. [:octicons-arrow-right-24: View Details](AUTO_RECOVERY.en.md) - :material-database-search: **Advanced RAG System** --- Extract information from vast knowledge in milliseconds using hybrid search merging Milvus and Elasticsearch. [:octicons-arrow-right-24: View Details](RAG_SYSTEM_DETAILED.en.md)

🚀 Quick Navigation

- :material-rocket-launch: **Get Started** --- [:octicons-arrow-right-24: Installation](getting-started/installation.en.md) [:octicons-arrow-right-24: Quickstart](getting-started/quickstart.en.md) [:octicons-arrow-right-24: First Simulation](getting-started/first_simulation.en.md) - :material-book-open-variant: **Dev & Ops** --- [:octicons-arrow-right-24: User Manual](USER_MANUAL.en.md) [:octicons-arrow-right-24: SDK Reference](EvoSpikeNet_SDK.en.md) [:octicons-arrow-right-24: API Documentation](api/index.en.md) - :material-architecture: **Details & Theory** --- [:octicons-arrow-right-24: Core Concepts](concepts/index.en.md) [:octicons-arrow-right-24: Architecture Details](architecture/index.en.md) [:octicons-arrow-right-24: Feature Guides](documentation_index.en.md) - :material-shield-check: **Quality & Support** --- [:octicons-arrow-right-24: Testing Strategy](TESTING.en.md) [:octicons-arrow-right-24: FAQ](faq.en.md) [:octicons-arrow-right-24: Release Notes](release_notes.en.md)

📊 Project Status

Category Status Details
Core Simulator 🟢 Stable SNN computation, distributed sync, basic PFC engine implemented
Multimodal Integration 🟡 In Dev Vision/Audio processors integrated, EEG extension in preparation
Self-Evolution Engine 🟢 Implemented Anomaly detection, auto-recovery playbooks verified
Documentation 🔵 Expanding Feature guides and cross-cutting indexes provide staged navigation

🗂️ Feature-oriented documentation guides

[!IMPORTANT] For the latest implementation status, please refer to Functional Implementation Status (Remaining Functionality).


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Auth: Masahiro Aoki