on-chip-learning

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jakkarin-promsee / bio-analog-cpu

Two brains on one analog substrate from ~80% unsupervised SCFF bulk + ~20% closed-form SLDA namer: the math model for a forward-only, on-chip continual learner. Behavioral simulation, no silicon. Draft 6.0 = the "baby neocortex," validated across 11 phases.

neuromorphic bio-inspired lifelong-learning brain-inspired continual-learning catastrophic-forgetting self-supervised-learning analog-computing edge-ai contrastive-learning forward-forward compute-in-memory on-chip-learning

Updated Aug 10, 2026
Python

dobneyresearch / PCNchip_with_leakyjug_learning

Star

Design of a predictive coding network chip and topology with a W&E design for a forwards-only, asynchronous analog substrate with local transpose and Sigma-Delta (leaky jug) update for on-chip learning

machine-learning neural-networks backpropagation neuromorphic-hardware neuromorphic-computing pcn predictive-coding neuromorphic-chip analog-chips predictive-coding-networks on-chip-learning leaky-jug

Updated Jul 24, 2026
Python

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