dual-timescale superconducting synaptic plasticity modulation

write

PulseTrain -> DualTimescaleState

Combine transient flux dynamics with persistent magnetic/trapped-charge states to emulate short- and long-term biological memory decay in a single device.

Problem it solves

Simulating both working memory and long-term memory usually requires complex, area-intensive hybrid CMOS circuits.

Consumes

PulseTrain

Emits

DualTimescaleState

Distilled from 1 source

The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.

Programmable superconducting neuron with intrinsic in-memory computation and dual-timescale plasticity for ultra-efficient neuromorphic computingarxiv