Work

Analyzing Controllability of Neural Networks

Year: 2019
Type: article
Abstract: In recent years, due to the relation between cognitive control and mathematical concept of control dynamical systems, there has been growing interest in the descriptive analysis of complex networks with linear dynamics, permeating many aspects from everyday life, obtaining considerable advances in the description of their structural\nand dynamical properties. Nevertheless, much less effort has been devoted to studying the controllability of the dynamics taking place on them. Concretely, for complex systems is of interest to study the exact controllability, this measure is defined as the minimum set of controls that are needed to steer the whole system toward any desired\nstate. In this paper, a revision of controllability concepts is presented and provides conditions for exact controllability for the multiagent systems
Language: English
Open Access status: green
OpenAlex ID: W2996298760
FWCI: 0.462
Cites: 11
Cited by: 5
Related to: 10