2 citations · 3 across the 8 of their papers we have counts for
3 papers · 1 filter
Deep-Koopman-KANDy: Dictionary Discovery for Deep-Koopman Operators with Kolmogorov-Arnold Networks for Dynamics
Kevin Slote, Erik Bollt, Jeremie Fish
Symbolic library -- or Koopman dictionary -- selection is a fundamental challenge in data-driven dynamical systems. Extended Dynamic Mode Decomposition (EDMD), Sparse Identificatio…
Symmetry breaker governs synchrony patterns in neuronal inspired networks
Anil Kumar, Edmilson Roque dos Santos, Paul J. Laurienti +1
Experiments in the human brain reveal switching between different activity patterns and functional network organization over time. Recently, multilayer modeling has been employed a…
Fractal Basins as a Mechanism for the Nimble Brain
Erik Bollt, Jeremie Fish, Anil Kumar +2
An interesting feature of the brain is its ability to respond to disparate sensory signals from the environment in unique ways depending on the environmental context or current bra…