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電子ブック

EB
Dana H. Ballard
出版情報:   1 online resource (xiv, 440 pages)
シリーズ名: Computational neuroscience ;
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目次情報: 続きを見る
Series Foreword
Preface
Acknowledgments
Setting the Stage / Part 1:
Brain Computation / 1:
Introducing the Brain / 1.1:
Computational Abstraction / 1.2:
Different than Silicon / 1.3:
The Brain's Tricks for Fast Computation / 1.4:
More Powerful than a Computer? / 1.5:
Do Humans Have Non-Turing Abilities? / 1.6:
Summary / 1.7:
Brain Overview / 2:
Spinal Cord and Brainstem / 2.1:
The Forebrain: An Overview / 2.2:
Cortex: Long-Term Memory / 2.3:
Basal Ganglia: The Program Sequencer / 2.4:
Thalamus: Input and Output / 2.5:
Hippocampus: Program Modifications / 2.6:
Amygdal: Rating what's Important / 2.7:
How the Brain Programs itself / 2.8:
Neurons, Circuits, and Subsystems / 2.9:
Neurons and Circuits / 3:
Signaling Strategies / 3.1:
Receptive Fields / 3.2:
Modeling Receptive Field Formation / 3.3:
Spike Codes for Cortical Neurons / 3.4:
Reflexive Behaviors / 3.5:
Appendix: Neuron Behaviors / 3.6:
Cortical Memory / 4:
Table Lookup Strategies / 4.1:
The Cortical Map Concept / 4.2:
Hierarchies of Maps / 4.3:
What Does the Cortex Represent? / 4.4:
Computational Models / 4.5:
Programs via Reinforcement / 4.6:
Evaluating a Program / 5.1:
Reinforcement Learning Algorithms / 5.2:
Learning in the Basal Ganglia / 5.3:
Learning to Set Cortical Synapses / 5.4:
Learning to Play Backgammon / 5.5:
Backgammon as an Abstract Model / 5.6:
Embodiment of Behavior / 5.7:
Sensory-Motor Routines / 6:
Human Vision Is Specialized / 6.1:
Routines / 6.2:
Human Embodiment Overview / 6.3:
Evidence for Visual Routines / 6.4:
Changing the Agenda / 6.5:
Discussion and Summary / 6.6:
Motor Routines / 7:
Motor Computation Basics / 7.1:
Biological Movement Organization / 7.2:
Cortex: Movement Plans / 7.3:
Cerebellum: Checking Expectations / 7.4:
Spinal Cord: Coding the Movement Library / 7.5:
Reading Human Movement Data / 7.6:
Operating System / 7.7:
A Hierarchical Cognitive Architecture / 8.1:
Program Execution / 8.2:
Humanoid Avatar Models / 8.3:
Module Multiplexing / 8.4:
Program Arbitration / 8.5:
Alerting / 8.6:
Program Indexing / 8.7:
Credit Assignment / 8.8:
Implications of a Modular Architecture / 8.9:
Awareness / 8.10:
Decision Making / 9:
The Coding of Decisions / 9.1:
Deciding in Noisy Environments / 9.2:
Social Decision Making / 9.3:
Populations of Game Players / 9.4:
Emotions / 9.5:
Triune Phylogeny / 10.1:
Emotions and the Body / 10.2:
Somatic Marker Theory / 10.3:
The Amygdala's Special Role / 10.4:
Computational Perspectives / 10.5:
Consciousness / 10.6:
Being a Model / 11.1:
Simulation / 11.2:
What Is Consciousness For? / 11.3:
Notes / 11.4:
References
Index
Series Foreword
Preface
Acknowledgments
2.

電子ブック

EB
edited by Erik De Schutter
出版情報: Cambridge, Mass. ; London : MIT Press, c2010  1 online resource (xii, 419 p.)
シリーズ名: Computational neuroscience ;
所蔵情報: loading…
目次情報: 続きを見る
Series Foreword
Introduction
Differential Equations / Bard Ermentrout ; John Rinzel1:
Parameter Searching / Pablo Achard ; Werner Van Geit ; Gwendal LeMasson2:
Reaction-Diffusion Modeling / Upinder S. Bhalla ; Stefan Wils3:
Modeling Intracellular Calcium Dynamics / Erik De Schutter4:
Modeling Voltage-Dependent Channels / Alain Destexhe ; John R. Huguenard5:
Modeling Synapses / Arnd Roth ; Mark C. W. van Rossum6:
Modeling Point Neurons / 7:
From Hodgkin-Huxley to Integrate-and-Fire / Nicolas Brunel
Reconstruction of Neuronal Morphology / Gwen Jacobs ; Brenda Claiborne ; Kristen Harris8:
An Approach to Capturing Neuron Morphological Diversity / Haroon Anwar ; Imad Riachi ; Sean Hill ; Felix Schurmann ; Henry Markram9:
Passive Cable Modeling / William R. Holmes10:
Modeling Complex Neurons / 11:
Realistic Modeling of Small Neuronal Networks / Ronald L. Calabrese ; Astrid A. Prinz12:
Large-Scale Network Simulations in Systems Neuroscience / Reinoud Maex ; Michiel Berends ; Hugo Cornelis13:
Software Appendix
References
Contributors
Index
Series Foreword
Introduction
Differential Equations / Bard Ermentrout ; John Rinzel1:
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