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Single neuron computation
Başlık:
Single neuron computation
Yazar:
McKenna, Thomas M.
ISBN:
9780124848153
9781483296067
9781322472928
Yayın Bilgileri:
Boston : Academic Press, ©1992.
Fiziksel Tanımlama:
1 online resource (xiv, 644 pages) : illustrations.
Seri:
Neural nets, foundations to applications
Neural networks, foundations to applications.
İçerik:
Front Cover; Single Neuron Computation; Copyright Page; Table of Contents; Contributors; Preface; PART I: COMPUTATION IN DENDRITES AND SPINES; Chapter 1. Electrotonic Models of Neuronal Dendrites and Single Neuron Computation; I. Introduction; II. Estimating the Electrotonic Structure of a Cell; III. The Dynamic Range of Computational Possibilities Exhibited by Neurons; IV. Synaptic Modification in Dendritic Spines; V. Summary; Acknowledgments; References; Chapter 2. Canonical Neurons and Their Computational Organization; I. Historical Background for the Complex Neuron
II. Development of the Computational Representation of the Complex NeuronIII. Strategies for Neuronal Modeling; IV. The Concept of the Canonical Neuron; V. Hierarchical Organization of Canonical Neurons in the Olfactory System; VI. The Cortical Pyramidal Neuron; Acknowledgments; References; Chapter 3. Computational Models of Hippocampal Neurons; I. Neuromorphometry; II. Electrotonic Structure; III. Computer Simulations; IV. Methods and Results; V. Summary and Conclusions; Acknowledgment; References; Chapter 4. Hebbian Computations in Hippocampal Dendrites and Spines; I. Introduction
II. Nodes and NeuronsIII. Voltage Gradients in Dendrites and Spines; IV. Spatial Representation of Electrotonic Structure; V. Voltage-Dependent Synaptic Modification; VI. Self-Organization and Pattern Association; VII. Summary and Conclusions; Acknowledgments; References; Chapter 5. Synaptic Integration by Electro-Diffusion in Dendritic Spines; I. Introduction; II. Cable Model Predictions; III. Limitations of the Cable Model; IV. Electro-Diffusion Model Predictions; V. The Cable Model for Electro-Diffusion; VI. Discussion; Acknowledgments; References
Chapter 6. Dendritic Morphology, Inward Rectification, and the Functional Properties of Neostriatal NeuronsI. Introduction; II. Firing Pattern of Neostriatal Spiny Projection Neurons; III. Distribution of Synaptic Inputs on the Spiny Projection Neuron; IV. A Model of the Spiny Neuron; V. Input Resistance and Electrotonic Length of the Passive Model; VI. Effect of Fast Anomalous Rectification on Input Resistance and Time Constant; VII. If the Time Constant Is Not Constant, the Length Constant Is Not Either; VIII. Synaptic Integration in the Spiny Neuron
IX. Dendritic Spines and Synaptic StrengthX. Effect of Fast Anomalous Rectification on Synaptic Integration; XI. Implications for Neostriatal Function; Acknowledgments; References; Chapter 7. Analog and Digital Processing in Single Nerve Cells: Dendritic Integration and Axonal Propagation; I. Introduction; II. Methods; III. Results; IV. Discussion; Acknowledgment; References; Chapter 8. Functions of Very Distal Dendrites: Experimental and Computational Studies of Layer I Synapses on Neocortical Pyramidal Cells; I. The Significance of Cortical Layer I
Özet:
This book contains twenty-two original contributions that provide a comprehensive overview of computational approaches to understanding a single neuron structure. The focus on cellular-level processes is twofold. From a computational neuroscience perspective, a thorough understanding of the information processing performed by single neurons leads to an understanding of circuit- and systems-level activity. From the standpoint of artificial neural networks (ANNs), a single real neuron is as complex an operational unit as an entire ANN, and formalizing the complex computations performed by real neurons is essential to the design of enhanced processor elements for use in the next generation of ANNs.
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Elektronik Erişim:
ScienceDirect http://www.sciencedirect.com/science/book/9780124848153Mevcut:*
Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
|---|---|---|---|
| QA76.87 .S57 1992 | 1193424-1001 | Elsevier E-Kitap Koleksiyonu | Arıyor... |
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