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synaptic-consolidation

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eren23 / plasticish_brain

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Bio-inspired continual learning library in PyTorch. Features dynamic neurogenesis, synaptic consolidation, and fast/slow weights to prevent catastrophic forgetting. Learn animals + vehicles + adapt to noise—all without destroying previous knowledge.

deep-learning pytorch neural-networks sparse-coding lifelong-learning continual-learning catastrophic-forgetting neuroplasticity synaptic-consolidation bio-inspired-ai
  • Updated Nov 25, 2025
  • Python

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