Generation and reshaping of sequences in neural systems |
| |
Authors: | Mikhail I. Rabinovich Ramón Huerta Pablo Varona Valentin S. Afraimovich |
| |
Affiliation: | (1) UCSD, Institute for Nonlinear Science, 9500 Gilman Dr., La Jolla, CA 92093-0402, USA;(2) Grupo de Neurocomputación Biológica (GNB), Dpto. de Ingeniería Informática, Escuela Politécnica Superior, Universidad Autónoma de Madrid, 28049 Madrid, Spain;(3) Instituto de Investigación en Comunicación óptica, UASLP, A. Obregón 64, 78000 San Luis Potosí, SLP, México |
| |
Abstract: | The generation of informational sequences and their reorganization or reshaping is one of the most intriguing subjects for
both neuroscience and the theory of autonomous intelligent systems. In spite of the diversity of sequential activities of
sensory, motor, and cognitive neural systems, they have many similarities from the dynamical point of view. In this review
we discus the ideas, models, and mathematical image of sequence generation and reshaping on different levels of the neural
hierarchy, i.e., the role of a sensory network dynamics in the generation of a motor program (hunting swimming of marine mollusk
Clione), olfactory dynamical coding, and sequential learning and decision making. Analysis of these phenomena is based on the winnerless
competition principle. The considered models can be a basis for the design of biologically inspired autonomous intelligent
systems. |
| |
Keywords: | |
本文献已被 PubMed SpringerLink 等数据库收录! |
|