Peter Ford Dominey

Reservoir Computing perspective: dynamics, neuroscience, and physical systems

Reservoir computing (RC) has emerged as a versatile computational framework that combines the expressive power of complex dynamics with remarkably simple learning mechanisms. This perspective reviews the fundamentals of RC, where a reservoir transforms temporal inputs into rich d...

Reservoir Computing perspective: dynamics, neuroscience, and physical systems

Reservoir computing (RC) has emerged as a versatile computational framework that combines the expressive power of complex dynamics with remarkably simple learning mechanisms. This perspective reviews the fundamentals of RC, where a reservoir transforms temporal inputs into rich d...