1 citations · 1 across the 2 of their papers we have counts for
2 papers
nlin.AO2023
The connectivity degree controls the difficulty of RBN reservoir design
Emmanuel Calvet, Bertrand Reulet, Jean Rouat
Reservoir Computing (RC) is a paradigm in artificial intelligence where a recurrent neural network (RNN) is used to process temporal data, leveraging the inherent dynamical propert…
q-bio.NC2023★ 1 cited
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics
Emmanuel Calvet, Jean Rouat, Bertrand Reulet
Reservoir computing provides a time and cost-efficient alternative to traditional learning methods.Critical regimes, known as the "edge of chaos," have been found to optimize compu…