46 citations · 83 across the 3 of their papers we have counts for
3 papers
Learning unidirectional coupling using echo-state network
Swarnendu Mandal, Manish Dev Shrimali
Reservoir Computing has found many potential applications in the field of complex dynamics. In this article, we exploit the exceptional capability of the echo-state network (ESN) m…
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…
Machine Learning Potential of a Single Pendulum
Swarnendu Mandal, Sudeshna Sinha, Manish Dev Shrimali
Reservoir Computing offers a great computational framework where a physical system can directly be used as computational substrate. Typically a "reservoir" is comprised of a large…