Computational Neuroscience: Theoretical Insights into Brain Function

✍ Scribed by Paul Cisek, Trevor Drew and John F. Kalaska (Eds.)

Publisher: Elsevier
Year: 2007
Tongue: English
Leaves: 549
Series: Progress in Brain Research 165
Edition: 1st ed
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Content:
List of Contributors
Pages v-viii

Preface
Pages ix-x

The neuronal transfer function: contributions from voltage- and time-dependent mechanisms Review Article
Pages 1-12
Erik P. Cook, Aude C. Wilhelm, Jennifer A. Guest, Yong Liang, Nicolas Y. Masse, Costa M. Colbert

A simple growth model constructs critical avalanche networks Review Article
Pages 13-19
L.F. Abbott, R. Rohrkemper

The dynamics of visual responses in the primary visual cortex Review Article
Pages 21-32
Robert Shapley, Michael Hawken, Dajun Xing

A quantitative theory of immediate visual recognition Review Article
Pages 33-56
Thomas Serre, Gabriel Kreiman, Minjoon Kouh, Charles Cadieu, Ulf Knoblich, Tomaso Poggio

Attention in hierarchical models of object recognition Review Article
Pages 57-78
Dirk B. Walther, Christof Koch

Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition Review Article
Pages 79-104
Stephen Grossberg

Real-time neural coding of memory Review Article
Pages 105-122
Joe Z. Tsien

Beyond timing in the auditory brainstem: intensity coding in the avian cochlear nucleus angularis Review Article
Pages 123-133
Katrina M. MacLeod, Catherine E. Carr

Neural strategies for optimal processing of sensory signals Review Article
Pages 135-154
Leonard Maler

Coordinate transformations and sensory integration in the detection of spatial orientation and self-motion: from models to experiments Review Article
Pages 155-180
Andrea M. Green, Dora E. Angelaki

Sensorimotor optimization in higher dimensions Review Article
Pages 181-191
Douglas Tweed

How tightly tuned are network parameters? Insight from computational and experimental studies in small rhythmic motor networks Review Article
Pages 193-200
Eve Marder, Anne-Elise Tobin, Rachel Grashow

Spatial organization and state-dependent mechanisms for respiratory rhythm and pattern generation Review Article
Pages 201-220
Ilya A. Rybak, Ana P.L. Abdala, Sergey N. Markin, Julian F.R. Paton, Jeffrey C. Smith

Modeling a vertebrate motor system: pattern generation, steering and control of body orientation Review Article
Pages 221-234
Sten Grillner, Alexander Kozlov, Paolo Dario, Cesare Stefanini, Arianna Menciassi, Anders Lansner, Jeanette Hellgren Kotaleski

Modeling the mammalian locomotor CPG: insights from mistakes and perturbations Review Article
Pages 235-253
David A. McCrea, Ilya A. Rybak

The neuromechanical tuning hypothesis Review Article
Pages 255-265
Arthur Prochazka, Sergiy Yakovenko

Threshold position control and the principle of minimal interaction in motor actions Review Article
Pages 267-281
Anatol G. Feldman, Valeri Goussev, Archana Sangole, Mindy F. Levin

Modeling sensorimotor control of human upright stance Review Article
Pages 283-297
Thomas Mergner

Dimensional reduction in sensorimotor systems: a framework for understanding muscle coordination of posture Review Article
Pages 299-321
Lena H. Ting

Primitives, premotor drives, and pattern generation: a combined computational and neuroethological perspective Review Article
Pages 323-346
Simon Giszter, Vidyangi Patil, Corey Hart

A multi-level approach to understanding upper limb function Review Article
Pages 347-362
Isaac Kurtzer, Stephen H. Scott

How is somatosensory information used to adapt to changes in the mechanical environment? Review Article
Pages 363-372
Theodore E. Milner, Mark R. Hinder, David W. Franklin

Trial-by-trial motor adaptation: a window into elemental neural computation Review Article
Pages 373-382
Kurt A. Thoroughman, Michael S. Fine, Jordan A. Taylor

Towards a computational neuropsychology of action Review Article
Pages 383-394
John W. Krakauer, Reza Shadmehr

Motor control in a meta-network with attractor dynamics Review Article
Pages 395-410
N.I. Krouchev, J.F. Kalaska

Computing movement geometry: a step in sensory-motor transformations Review Article
Pages 411-424
David Zipser, Elizabeth Torres

Dynamics systems vs. optimal control — a unifying view Review Article
Pages 425-445
Stefan Schaal, Peyman Mohajerian, Auke Ijspeert

The place of ‘codes’ in nonlinear neurodynamics Review Article
Pages 447-462
Walter J. Freeman

From a representation of behavior to the concept of cognitive syntax: a theoretical framework Review Article
Pages 463-474
Thomas Gisiger, Michel Kerszberg

A parallel framework for interactive behavior Review Article
Pages 475-492
Paul Cisek

Statistical models for neural encoding, decoding, and optimal stimulus design Review Article
Pages 493-507
Liam Paninski, Jonathan Pillow, Jeremy Lewi

Probabilistic population codes and the exponential family of distributions Review Article
Pages 509-519
J. Beck, W.J. Ma, P.E. Latham, A. Pouget

On the challenge of learning complex functions Review Article
Pages 521-534
Yoshua Bengio

To recognize shapes, first learn to generate images Review Article
Pages 535-547
Geoffrey E. Hinton

Subject Index
Pages 549-555

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