首页 | 本学科首页   官方微博 | 高级检索  
     


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!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号