40% off Popular Science books & eBooks—Save on general interest titles now!

Biocomputing

Quantitative Neuroscience

Models, Algorithms, Diagnostics, and Therapeutic Applications

Editors: Pardalos, P., Sackellares, J.C., Carney, P.R., Iasemidis, L.D. (Eds.)

Free Preview

Buy this book

eBook $139.00
price for USA in USD
  • ISBN 978-1-4613-0225-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA in USD
  • ISBN 978-1-4020-7751-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $179.99
price for USA in USD
  • ISBN 978-1-4613-7951-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
About this book

Advances in the field of signal processing, nonlinear dynamics, statistics, and optimization theory, combined with marked improvement in instrumenta­ tion and development of computers systems, have made it possible to apply the power of mathematics to the task of understanding the human brain. This verita­ ble revolution already has resulted in widespread availability of high resolution neuroimaging devices in clinical as well as research settings. Breakthroughs in functional imaging are not far behind. Mathematical tech­ niques developed for the study of complex nonlinear systems and chaos already are being used to explore the complex nonlinear dynamics of human brain phys­ iology. Global optimization is being applied to data mining expeditions in an effort to find knowledge in the vast amount of information being generated by neuroimaging and neurophysiological investigations. These breakthroughs in the ability to obtain, store and analyze large datasets offer, for the first time, exciting opportunities to explore the mechanisms underlying normal brain func­ tion as well as the affects of diseases such as epilepsy, sleep disorders, movement disorders, and cognitive disorders that affect millions of people every year. Ap­ plication of these powerful tools to the study of the human brain requires, by necessity, collaboration among scientists, engineers, neurobiologists and clini­ cians. Each discipline brings to the table unique knowledge, unique approaches to problem solving, and a unique language.

Table of contents (14 chapters)

Table of contents (14 chapters)
  • Applications of Global Optimization and Dynamical Systems to Prediction of Epileptic Seizures

    Pages 1-35

    Chaovalitwongse, W. (et al.)

  • Nonlinear Neurodynamical Features in an Animal Model of Generalized Epilepsy

    Pages 37-51

    Carney, P. R. (et al.)

  • Optimization Techniques for Independent Component Analysis with Applications to EEG Data

    Pages 53-68

    Georgiev, Pando (et al.)

  • On a New Quantization in Complex Systems

    Pages 69-89

    Korotkikh, Victor (et al.)

  • The Seizure Prediction Characteristic

    Pages 91-101

    Maiwald, T. (et al.)

Buy this book

eBook $139.00
price for USA in USD
  • ISBN 978-1-4613-0225-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA in USD
  • ISBN 978-1-4020-7751-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $179.99
price for USA in USD
  • ISBN 978-1-4613-7951-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Loading...

Services for this Book

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Quantitative Neuroscience
Book Subtitle
Models, Algorithms, Diagnostics, and Therapeutic Applications
Editors
  • Panos Pardalos
  • J. Chris Sackellares
  • Paul R. Carney
  • Leon D. Iasemidis
Series Title
Biocomputing
Series Volume
2
Copyright
2004
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4613-0225-4
DOI
10.1007/978-1-4613-0225-4
Hardcover ISBN
978-1-4020-7751-7
Softcover ISBN
978-1-4613-7951-5
Series ISSN
1571-4861
Edition Number
1
Number of Pages
XI, 262
Number of Illustrations
61 b/w illustrations
Topics