46 citations · 56 across the 2 of their papers we have counts for
2 papers
nlin.AO2022★ 46 cited
Model-free prediction of multistability using echo state network
Mousumi Roy, Swarnendu Mandal, Chittaranjan Hens +3
In the field of complex dynamics, multistable attractors have been gaining a significant attention due to its unpredictability in occurrence and extreme sensitivity to initial cond…
q-bio.NC2021★ 10 cited
Role of assortativity in predicting burst synchronization using echo state network
Mousumi Roy, Abhishek Senapati, Swarup Poria +2
In this study, we use a reservoir computing based echo state network (ESN) to predict the collective burst synchronization of neurons. Specifically, we investigate the ability of E…