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  • © 2013

Imaging Brain Function With EEG

Advanced Temporal and Spatial Analysis of Electroencephalographic Signals

  • Written by experts in the field
  • Contains many detailed illustrations
  • Presents new techniques and research?
  • Includes supplementary material: sn.pub/extras

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Table of contents (11 chapters)

  1. Front Matter

    Pages i-xxi
  2. Electroencephalography

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 1-19
  3. Frequency Analysis

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 21-36
  4. Time-Frequency Analysis

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 37-48
  5. Wavelets

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 49-64
  6. Single-Trial Evoked Potentials: Wavelet Denoising

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 65-86
  7. Basic Concepts for Spatial Analysis

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 87-123
  8. Image Sampling Based on Spectral Analysis

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 125-146
  9. Allocortical ECoG Images Formed by Learning

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 147-171
  10. Neocortical ECoG Images Formed by Learning

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 173-201
  11. ECoG and EEG Images in Higher Cognition

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 203-222
  12. Synthesis

    • Walter J. Freeman, Rodrigo Quian Quiroga
    Pages 223-243
  13. Back Matter

    Pages 245-248

About this book

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 precepts 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.

Authors and Affiliations

  • , Molecular & Cell Biology, University of California at Berkeley, Berkeley, USA

    Walter J. Freeman

  • Dept. Engineering, University of Leicester, Leicester, United Kingdom

    Rodrigo Quian Quiroga

Bibliographic Information

  • Book Title: Imaging Brain Function With EEG

  • Book Subtitle: Advanced Temporal and Spatial Analysis of Electroencephalographic Signals

  • Authors: Walter J. Freeman, Rodrigo Quian Quiroga

  • DOI: https://doi.org/10.1007/978-1-4614-4984-3

  • Publisher: Springer New York, NY

  • eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)

  • Copyright Information: Springer Science+Business Media New York 2013

  • Hardcover ISBN: 978-1-4614-4983-6

  • Softcover ISBN: 978-1-4939-0041-1

  • eBook ISBN: 978-1-4614-4984-3

  • Edition Number: 1

  • Number of Pages: XXII, 250

  • Topics: Neurosciences, Neurochemistry

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access