metaplasticity

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nazmiefearmutcu / Fuze

Fuze — surprise-gated metaplastic consolidation for continual learning. No replay buffers, no task boundaries, no Fisher passes. Built to become the learning core of humanoid-robot AI.

python benchmark machine-learning pytorch neuromorphic online-learning robot-learning lifelong-learning continual-learning catastrophic-forgetting elastic-weight-consolidation experience-replay predictive-coding humanoid-robotics metaplasticity

Updated Jul 26, 2026
Python

sylvesterkaczmarek / alignment-selective-metaplasticity

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Controlled PyTorch experiments testing whether selective metaplasticity can preserve alignment-relevant behavior through sequential capability updates.

machine-learning pytorch neural-networks reproducibility ai-safety robustness continual-learning ai-alignment corrigibility metaplasticity

Updated Aug 17, 2026
Python

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