A new photonic framework is proposed in which local learning rules, tunable memory, and adaptive dynamics arise intrinsically from driven-dissipative nonlinear optics, shown through numerical simulations.
Micrometre-scale silicon electro-optic modulator,
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2026 1verdicts
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Reconfigurable Nonlinear Photonic Networks for In-Situ Learning and Memory Formation via Driven-Dissipative Dynamics
A new photonic framework is proposed in which local learning rules, tunable memory, and adaptive dynamics arise intrinsically from driven-dissipative nonlinear optics, shown through numerical simulations.