Neurocomputing, Volume 2

Front Cover
James A. Anderson, James Arthur Anderson, Andras Pellionisz, Edward Rosenfeld
MIT Press, Aug 26, 1993 - Computers - 760 pages

In bringing together seminal articles on the foundations of research, the first volume of Neurocomputing has become an established guide to the background of concepts employed in this burgeoning field. Neurocomputing 2 collects forty-one articles covering network architecture, neurobiological computation, statistics and pattern classification, and problems and applications that suggest important directions for the evolution of neurocomputing.James A. Anderson is Professor in the Department of Cognitive and Linguistic Sciences at Brown University. Andras Pellionisz is a Research Associate Professor in the Department of Physiology and Biophysics at New York Medical Center and a Senior National Research Council Associate to NASA. Edward Rosenfeld is editor and publisher of the newsletters Intelligence and Medical Intelligence.

 

Contents

Introduction
1
Introduction
45
4
51
Introduction
65
Introduction
75
6
84
380388
90
Introduction
99
Introduction
351
21
371
Introduction
383
22
418
Introduction
437
24
445
implementations pp 1542
464
1967 T M Cover and P E Hart Nearest neighbor pattern
482

1980 Shunichi Amari Topographic organization of nerve
135
Introduction
147
Introduction
163
Introduction
177
23
180
35
186
16
187
29
189
13
199
14
205
Introduction
215
15
226
Introduction
235
Introduction
255
SpringerVerlag pp 115133
300
1984 Gerald M Edelman and Leif H Finkel Neuronal group
308
1987 John C Pearson Leif H Finkel and Gerald M Edelman
335
28
497
Introduction
507
30
513
31
525
3233
541
1989 Pierre Baldi and Kurt Hornik Neural networks
570
34
579
Introduction
599
3637
639
38
650
1122
656
39
669
40
677
Introduction
701
Name Index
717
Subject Index
723
Copyright

Other editions - View all

Neurocomputing, Volume 2
James A. Anderson,James Arthur Anderson,Andras Pellionisz,Edward Rosenfeld
No preview available - 1993

Common terms and phrases

activity Amari amplitude apparatus associative auditory auditory system axons Barlow behavior binary biosonar brain cerebral cortex changes Chapter coefficients colliculus complex components computing machine connections corresponding cortical cybernetics dB SPL detectors discussion distance distribution DSCF dynamic elements equations example excitation fibers Figure FM-FM Fourier frequency frog function ganglion cells hologram inhibitory input pattern large number lateral inhibition layer learning light mathematical matrix mechanism memory mustached bat nervous system neural network neurophysiology occurs operation optic nerve organization orientation output paper parameter perception Physiol possible postsynaptic postsynaptic cells present presynaptic problem properties recall receptive field recollecting region representation represented response retina Rosenblueth self-organization sensory signal similar spatial stimulus storage stored striate cortex structure Suga superior colliculus synapses target tectum theory threshold tion topographic transform units values vector visual cortex wavefront Wiener word

References to this book

About the author (1993)

James A. Anderson is Professor in the Department of Cognitive and Linguistic Sciences at Brown University. James A. Anderson is Professor in the Department of Cognitive and Linguistic Sciences at Brown University. Andras Pellionisz is a Research Associate Professor in the Department of Physiology and Biophysics at New York Medical Center and a Senior National Research Council Associate to NASA. Edward Rosenfeld is editor and publisher of the newsletter Intelligence.

Bibliographic information

TitleNeurocomputing, Volume 2
Volume 2 of Bradford Bks
Neurocomputing, Andras Pellionisz
Neurocomputing, James Arthur Anderson
EditorsJames A. Anderson, James Arthur Anderson, Andras Pellionisz, Edward Rosenfeld
Editionillustrated, revised
PublisherMIT Press, 1993
ISBN0262510758, 9780262510752
Length760 pages
Subjects ›  › 

Computers / Data Science / Neural Networks
Computers / General
Psychology / Cognitive Psychology & Cognition
Psychology / General
  
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