Hardware-transfer arm of coupled-learning-networks (01): toward a 3D-printed flow network that learns by directed aging. Verdict-gated, H5-first.
Decentralized, physics-driven coupled learning in resistor/flow networks - does the substrate's own physics compute the weight update?
Aspirational floating-gate arm of memristive-crossbar (02): can in-fabric learning run on a real analog floating-gate array (tunneling/injection writes)? Verdict-gated, H5-first, provisional.
Hardware-transfer arm of memristive-crossbar (02): does in-fabric learning survive a real floating-gate FPAA? Verdict-gated, H5-first.
The meta-project / commons of the physical-learning-substrates portfolio: records, adapts, and synergizes the common lessons of projects 01-05 and the self-assembly parent line. A knowledge commons + a substrate-agnostic code commons + a harvest tool, joined by a human-triggered synergy loop.
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