Quality of internal representation shapes learning performance in feedback neural networks
Lee Susman, Francesca Mastrogiuseppe, Naama Brenner, Omri Barak · Physical Review Research · 2021
The authors find a resonance frequency at which feedback neural networks reproduce a sinusoidal wave, and show that network performance is determined by the robustness of the corresponding internal representation.