Michael Fauth

Plasticity Dynamics Improves Reservoir Performance on Mixed-Timescale Memory Tasks

Mixed-timescale signals are ubiquitous in natural stimuli and real-world applications, yet they remain challenging to process with recurrent neural networks. Reservoir computing offers an efficient framework for temporal processing, but extending its temporal range typically requ...