Attempts extension of Baby Dragon Hatchling (BDH) with continual learning using pseudo-metaplasticity.

[zer0condition]

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Highlights of Changes and Improvements

Continual Learning Integration

• Added Elastic Weight Consolidation (EWC) with Fisher information estimation to protect important weights from overwriting during new tasks.
• Implemented adaptive synaptic gates that regulate plasticity at the neuron level, inspired by biological metaplasticity.
• Integrated path integral online importance measures for efficient tracking of weight significance during training.
• Supported multi-task sequential training enabling scalable lifelong learning.

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