Visual population codes : toward a common multivariate framework for cell recording and functional imaging / edited by Nikolaus Kriegeskorte and Gabriel Kreiman.

Format:

Book

Contributor:

Kriegeskorte, Nikolaus, 1971-

Kreiman, Gabriel, 1971-

Series:

Computational neuroscience

Language:

English

Subjects (All):

Vision--Physiological aspects.

Vision.

Brain--Localization of functions.

Brain.

Neural transmission.

Primates--Physiology.

Primates.

Comparative neurobiology.

Multivariate analysis.

Physical Description:

xiii, 635 pages : illustrations (some color) ; 24 cm.

Place of Publication:

Cambridge, Mass. : MIT Press, [2012]

Contents:

Grandmother cells and distributed representations / Simon J. Thorpe

Strategies for finding neural codes / Sheila Nirenberg

Multineuron representations of visual attention / Jasper Poort, Arezoo Pooresmaeili, and Pieter R. Roelfsema

Decoding early visual representations from fMRI ensemble responses / Yukiyasu Kamitani

Understanding visual representation by developing receptive-field models / Kendrick N. Kay

System identification, encoding models, and decoding models: a powerful new approach to fMRI research / Jack L. Gallant, Shinji Nishimoto, Thomas Naselaris, and Michael C.K. Wu

Population coding of object contour shape in V4 and posterior inferotemporal cortex / Anitha Pasupathy and Scott I. Brincat

Measuring representational distances: the Spike-train metrics approach / Conor Houghton and Jonathan D. Victor

The role of categories, features, and learning for the representation of visual object similarity in the human brain / Hans P. Op de Beeck

Ultrafast decoding from cells in the Macaque monkey / Chou P. Hung and James J. DiCarlo

Representational similarity analysis of object population codes in humans, monkeys, and models / Nikolaus Kriegeskorte and Marieke Mur

Three virtues of similarity-based multivariate pattern analysis: an example from the human object vision pathway / Andrew C. Connolly, M. Ida Gobbini, and James V. Haxby

Investigating high-level visual representations: objects, bodies, and scenes / Dwight J. Kravitz, Annie W-Y. Chan and Chris I. Baker

To err is human: correlating fMRI decoding and behavioral errors to probe the neural representation of natural scene categories / Dirk B. Walther, Diane M. Beck and Li Fei-Fei

Decoding visual consciousness from human brain signals / John Dylan Haynes

Probabilistic codes and hierarchical inference in the brain / Karl Friston

Introduction to the anatomy and function of visual cortex / Kendra S. Burbank and Gabriel Kreiman

Introduction to statistical learning and pattern classification / Jed Singer and Gabriel Kreiman

Tutorial on pattern classification in cell recording / Ethan Meyers and Gabriel Kreiman

Tutorial on pattern classification in functional imaging / Marieke Mur and Nikolaus Kriegeskorte

Information-theoretic approaches to pattern analysis / Stefano Panzeri and Robin A.A. Ince

Local field potentials, BOLD, and spiking activity: relationships and physiological mechanism / Philip Berens, Nikos K. Logothetis and Andreas S. Tolias.

Notes:

Includes bibliographical references and index.

ISBN:

0262016249

9780262016247

OCLC:

712930865

Publisher Number:

99949912178