Marcel Becker

Plasticity Dynamics Improves Reservoir Performance on Mixed-Timescale Memory Tasks

This work introduces Hebbian plasticity into recurrent networks and shows that its dynamics enable the reservoir to simultaneously process fast and slow components of mixed-timescale inputs: neuronal dynamics encode fast fluctuations, while synaptic dynamics support slower components.