5 citations · 5 across the 3 of their papers we have counts for
3 papers
q-bio.NC2019
Data-Driven Predictive Modeling of Neuronal Dynamics using Long Short-Term Memory
Benjamin Plaster, Gautam Kumar
Modeling brain dynamics to better understand and control complex behaviors underlying various cognitive brain functions are of interests to engineers, mathematicians, and physicist…
math.OC2014★ 5 cited
Input Novelty as a Control Metric for Time Varying Linear Systems
Gautam Kumar, Delsin Menolascino, ShiNung Ching
This paper introduces a framework for quantitative characterization of the controllability of time-varying linear systems (or networks) in terms of input novelty. The motivation fo…
math.OC2014
Controlling Linear Networks with Minimally Novel Inputs
Gautam Kumar, Delsin Menolascino, MohammadMehdi Kafashan +1
In this paper, we propose a novelty-based metric for quantitative characterization of the controllability of complex networks. This inherently bounded metric describes the average…