2 papers
math.DS2026
Data-Specific Hyper-Parameter Design: A Paradigm Shift in Reservoir Computing
G Manjunath, Juan-Pablo Ortega, Alma van der Merwe
Reservoir computing typically relies on large, randomly generated reservoirs, enabling simple, often linear readouts. Over the past two decades, most constructions have exploited t…
q-bio.NC2016
Evolving Network Model that Almost Regenerates Epileptic Data
G Manjunath
In many realistic networks, the edges representing the interactions between the nodes are time-varying. There is growing evidence that the complex network that models the dynamics…