Neural Representation of Temporal Patterns / Edition 1

by E. Covey, H.L. Hawkins, R.F. Port

Overview

Boththeanalysisandgenerationoftemporalpatternsarefundamental tasks ofbiological systems. Throughout the animal kingdom, every sensory modality is designed to analyze patterns ofinformation distributed over time. Human speech and music, a visual scene in whichobjects moveorastationaryscenethatwescanwithoureyes, apatternofpressurethat changesas we moveourfingertips overan object, theelectrical field detected byafish as it swimspastobjectsinastream, orthepatternofultrasonicechoesdetectedbyabatas itflies throughacave, alldependuponspecificdistributionsofinformationovertime. Itisperhaps evenmoreobviousthatallformsofaction mustincludeatimedimension. Walking, running, talking, reaching for an object, writing, orpressing keys in aparticularorderall require the generation ofspecific patterns of muscle contractions distributed over time. Finally, most forms of behavior require a transformation from a temporal pattern of sensory input to a temporalpatternofmotoroutput, aswell as interactivemodulationofsensoryinputsystems by motoroutput systems and vice versa. Despitethefactthattheprocessesofanimallifeareinseparablefromthetimedimension, mostexperimental and theoreticalresearch on neuralcircuitry hasemphasizedtheencoding ofstatic or spatially distributed information. Within recent years, a large body ofdata has becomeavailableregardingthetimecourseoffundamentalneuralprocesses, sothatwefinally haveatourdisposalsomeofthenecessarytoolsandinformationtodiscovermechanismsused by neural circuitry to deal with time. The study of how the nervous system represents information distributed overtime is currently an exciting new frontier in neurobiology, and one in which rapid progress is likely to be made overthe next decade.

Product Details

ISBN-13:	9781461357858
Publisher:	Springer US
Publication date:	10/21/2012
Edition description:	Softcover reprint of the original 1st ed. 1995
Pages:	259
Product dimensions:	6.69(w) x 9.61(h) x 0.02(d)

Table of Contents

Temporal Pattern Analysis: Representations of Temporal Patterns of Signal Amplitude in the Anuran Auditory System and Electrosensory System (G.J. Rose). Mechanisms for Analysis of Auditory Temporal Patterns in the Brainstem of Echolocating Bats (J.H. Casseday, E. Covey). An Oscillatory Correlation Theory of Temporal Pattern Segmentation (D. Wang). Toward Simulated Audition in Open Environments (R.F. Port et al.). Temporal Pattern Generation: Temporal Patterning in a Small Rhythmic Neural Network (S.L. Hopper). The Role of Perception in Timing: Feedback Control in Motor Programming and Task Dynamics (G.P. Bingham). Neural Control of Temporally Organized Behaviors: Handwriting Production and Working Memory (S. Grossberg). Learning and Memory: Specialpurpose Temporal Processing in Hippocampal Fields CA1 and CA3 (R. Granger et al.). Modularity of Sequence Learning in Humans (S.W. Keele, T. Curran). Practical Applications: Classification of Spatiotemporal Patterns with Applications to Recognition of Sonar Sequences (J. Ghosh, L. Deuser). Index.

Editorial Reviews

Papers from the April 1993 workshop present findings on questions related to temporal pattern representation and discuss possible future strategies for studying temporal pattern analysis, detailing the many approaches to the representation of time-varying information in the nervous system. Contains sections on temporal pattern analysis and generation; learning and memory; and practical applications, incorporating perspectives from neurobiology; experimental psychology of perception and memory; and computer science techniques. Annotation c. Book News, Inc., Portland, OR (booknews.com)

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