BECAS
MARTINEZ Nataniel
congresos y reuniones científicas
Título:
A nonequilibrium-potential approach to competition in neural populations
Autor/es:
N. MARTINEZ; J. I. DEZA; R. R. DEZA; H. S. WIO
Lugar:
Madrid
Reunión:
Conferencia; 15th Experimental chaos & complexity conference; 2018
Institución organizadora:
Universidad Rey Juan Carlos
Resumen:
Energy landscapes are a useful aid for the understanding of dynamical systems, and a valuable tool for their analysis. For a broad class of rate models of neural networks, we derive a global Lyapunov function which provides an energy landscape without any symmetry constraint. This newly obtained "nonequilibrium potential" (NEP) predicts with high accuracy the outcomes of the dynamics in the globally stable cases studied here.
