Neural and Synergetic Computers

Proceedings of the International Symposium at Schloß Elmau, Bavaria, June 13¿17, 1988
Softcover Nachdruck of the original 1. Auflage 1988
ISBN: 978-3-642-74121-0
Verlag: Springer

Buch, Englisch, Band 42, 263 Seiten, Paperback, Format (B × H): 170 mm x 244 mm, Gewicht: 482 g

Reihe: Springer Series in Synergetics

Neural and Synergetic Computers deals with basic aspect of
this rapidly developing field. Several contributions are
devoted to the application of basic concepts of synergetics
and dynamic systems theory to the constructionof neural
computers. Further topics include statistical approaches to
neural computers and their design (for example by sparse
coding), perception motor control, and new types of spatial
multistability in lasers.

Zielgruppe

Research

Autoren/Hrsg.

Haken, Hermann

Fachgebiete

• Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik
• Naturwissenschaften Physik Angewandte Physik Biophysik
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
• Naturwissenschaften Physik Thermodynamik

Inhaltsverzeichnis

I Synergetics, Self-Organization, Pattern Recognition.- Synergetics in Pattern Recognition and Associative Action.- Computer Simulations of Pattern Recognition as a Dynamical Process of a Synergetic System.- Variational Principles in Pattern Theory.- Self-Organizing Neural Network Architectures for Real-Time Adaptive Pattern Recognition (With 10 Figures).- II Neural Networks.- Problems for Nets and Nets for Problems.- Associative Memory and Its Statistical Neurodynamical Analysis.- Local Synaptic Rules with Maximal Information Storage Capacity.- Hopfield Model, Boltzmann Machine, Multilayer Perceptron and Selected Applications.- Computation in Cortical Nets.- Pattern Formation on Analogue Parallel Networks.- Optimization by Diploid Search Strategies.- III Perception and Motor Control.- Movement Detectors of the Correlation Type Provide Sufficient Information for Local Computation of the 2-D Velocity Field.- Order in Time: How the Cooperation Between the Hands Informs the Design of the Brain.- Self-Organizing Neural Architectures for Eye Movements, Arm Movements, and Eye-Ann Coordination.- Neural Nets for the Management of Sensory and Motor Trajectories.- IV Optical Systems.- Spatial Symmetry Breaking in Optical Systems.- Cooperative Frequency Locking and Spatial Structures in Lasers.- Index of Contributors.