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9780805814668

Rethinking Neural Networks: Quantum Fields and Biological Data

by ;
  • ISBN13:

    9780805814668

  • ISBN10:

    0805814663

  • Edition: 1st
  • Format: Paperback
  • Copyright: 1993-09-01
  • Publisher: Psychology Pres

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Summary

The result of the first Appalachian Conference on neurodynamics, this volume focuses on processing in biological neural networks. How do brain processes become organized during decision making? That is, what are the neural antecedents that determine which course of action is to be pursued? Half of the contributions deal with modelling synapto-dendritic and neural ultrastructural processes; the remainder, with laboratory research findings, often cast in terms of the models. The interchanges at the conference and the ensuing publication also provide a foundation for further meetings. These will address how processes in different brain systems, coactive with the neural residues of experience and with sensory input, determine decisions.

Table of Contents

Evolution of Complexity of the Brain with the Emergence of Consciousnessp. 1
Neurodynamics and Synergeticsp. 29
From Stochastic Resonance to Gabor Functions: An analysis of the proba bility density function of interspike intervals recorded from visual cortical ne uronsp. 47
Introductionp. 49
Referencesp. 64
Automated Recognition of Action Potentials in Extracellular Recordingsp. 69
Coupled Neural-Dendritic Processes: Cooperative Stochastic Effects and the Analysis of Spike Trainsp. 93
Introductionp. 95
Abstractp. 95
Introductionp. 114
Quantum Neurodynamicsp. 119
The Basics of Quantum Brain Dynamicsp. 121
Acknowledgementp. 144
Referencesp. 145
Advances in the Theory of Quantum Neurodynamicsp. 147
Referencesp. 159
Information Processing in the Dendritic Netp. 161
Conclusionsp. 192
Referencesp. 197
Field Computation in the Brainp. 199
Analog Vlsi Network Models, Cortical Linking Neural Network Models, and Quantum Holographic Neural Technologyp. 233
Quantum Theory & Neural Systems: Alternative Approaches and a New Designp. 299
Nanoneurologyp. 315
Nanoneurology and the Cytoskeleton: Quantum Signaling and Protein Con formational Dynamics as Cognitive Substratep. 317
Modulation of Neurotransmitter Function by Quantum Fieldsp. 377
The Neuronal Cytoskeleton: A Complex System That Subserves Neural Lea Rningp. 389
Acknowledgement'sp. 423
Referencesp. 423
Spatiotemporal Chaos Information Processing in Neural Networks -- Ele ctronic Implementationp. 443
Conclusionp. 458
Acknowledgementp. 459
Referencesp. 459
Perceptual Processingp. 463
Neuronal Encoding of Information Related to Visual Perception, Memory , and Motivationp. 465
Efferent Programming of the Striate Cortexp. 487
The Emergence of Chaotic Dynamics as a Basis for Comprehending Intent ionality in Experimental Subjectsp. 505
The Formation of Live Neural Networks on Electronic Chipsp. 515
Acknowledgementp. 528
Referencesp. 529
Afterworldp. 531
Referencesp. 536
List of Authors Citedp. 537
International Neural Network Society 1993p. 547
Table of Contents provided by Publisher. All Rights Reserved.

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