An edition of Imaging Brain Function With EEG (2013)

Imaging Brain Function With EEG

Advanced Temporal and Spatial Analysis of Electroencephalographic Signals

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Last edited by ImportBot
August 22, 2020 | History
An edition of Imaging Brain Function With EEG (2013)

Imaging Brain Function With EEG

Advanced Temporal and Spatial Analysis of Electroencephalographic Signals

The scalp and cortex lie like pages of an open book on which the cortex enciphers vast quantities of information and knowledge. They are recorded and analyzed as temporal and spatial patterns in the electroencephalogram and electrocorticogram. This book describes basic tools and concepts needed to measure and decipher the patterns extracted from the EEG and ECoG.

This book emphasizes the need for single trial analysis using new methods and paradigms, as well as large, high-density spatial arrays of electrodes for pattern sampling. The deciphered patterns reveal neural mechanisms by which brains process sensory information into percepts and concepts. It describes the brain as a thermodynamic system that uses chemical energy to construct knowledge.

The results are intended for use in the search for the neural correlates of intention, attention, perception and learning; in the design of human brain-computer interfaces enabling mental control of machines; and in exploring and explaining the physicochemical foundation of biological intelligence.
Publish Date
Language
English
Pages
248

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Edition Availability
Cover of: Imaging Brain Function With EEG
Imaging Brain Function With EEG: Advanced Temporal and Spatial Analysis of Electroencephalographic Signals
2013, Springer New York, Imprint: Springer
electronic resource : in English

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Book Details


Table of Contents

Electroencephalography
Frequency analysis
Time-frequency analysis
Wavelets
Single-trial evoked potentials: Wavelet denoising
Basic concepts for spatial analysis
Image sampling based on spatiotemporal spectral analysis
Allocortical ECoG images formed by learning
Neocortical ECoG images formed by learning
ECoG and EEG images in higher cognition
Synthesis.

Edition Notes

Published in
New York, NY

Classifications

Dewey Decimal Class
612.8
Library of Congress
RC321-580

The Physical Object

Format
[electronic resource] :
Pagination
XXI, 248 p. 105 illus., 35 illus. in color.
Number of pages
248

Edition Identifiers

Open Library
OL27044945M
ISBN 13
9781461449843

Work Identifiers

Work ID
OL19856911W

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August 22, 2020 Edited by ImportBot import existing book
July 1, 2019 Created by MARC Bot import new book