ai
3 мин
19 августа 2026 г.
Источник: Dev.to AI Feed

FractalBrainOS: Open-source hierarchical Kuramoto oscillator engine in C++17

@NineNi999neNine
@NineNi999neNine
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FractalBrainOS: Open-source hierarchical Kuramoto oscillator engine in C++17

Hi everyone, I've released FractalBrainOS v5.2 (Kubera Edition) — an open-source, self-learning neuromorphic brain engine implemented in C++17 without backpropagation. Phase Dynamics: Hierarchical Kuramoto synchronization on self-similar tr...

Hi everyone, I've released FractalBrainOS v5.2 (Kubera Edition) — an open-source, self-learning neuromorphic brain engine implemented in C++17 without backpropagation. Key Concepts & Architecture: Phase Dynamics: Hierarchical Kuramoto synchronization on self-similar triplet structures (3^L fractal scaling). Unsupervised Learning: Driven by Karl Friston's Free Energy Principle (FEP). Free energy F = |predicted - actual| phase error gates STDP plasticity. Multi-scale Memory: Clock oscillators (0.1s to 24h) provide temporal addressing, while standing waves in delay-lines store episodic patterns. Edge-Optimized: Quantized to int16 with precomputed sin/cos LUT tables (512KB footprint, runs efficiently on Raspberry Pi / mobile CPUs). Ethical Core: Hardcoded Kubera Dharma protocol (Ahimsa) ensuring harm-suppression via F-spikes. LLM Integration: Language models act purely as a Broca-like speech zone, translating thoughts without controlling decisions. Source Code & Documentation: 👉 GitHub: https://github.com/NineNi999neNine/FractalBrainOS The project is MIT licensed. I would love to hear feedback, critique, or ideas from researchers working on oscillatory neural networks and bio-inspired AI.

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