A Modal Approach to the Space-Time Dynamics of Cognitive Biomarkers
2023 ed.
Book Details
Format
Hardback or Cased Book
Book Series
Synthesis Lectures on Biomedical Engineering
ISBN-10
3031235282
ISBN-13
9783031235283
Edition
2023 ed.
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Mar 2nd, 2023
Print length
132 Pages
Product Classification:
Medical researchBiomedical engineeringMathematical modellingNeurosciences
Ksh 12,600.00
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This book develops and details a rigorous, canonical modeling approach for analyzing spatio-temporal brain wave dynamics. While there is a substantial amount of literature on the use of stationary analyses for brain waves, relatively less work has considered real-time estimation and imaging of brain waves from noninvasive measurements.
This book develops and details a rigorous, canonical modeling approach for analyzing spatio-temporal brain wave dynamics. The nonlinear, nonstationary behavior of brain wave measures and general uncertainty associated with the brain makes it difficult to apply modern system identification techniques to such systems. While there is a substantial amount of literature on the use of stationary analyses for brain waves, relatively less work has considered real-time estimation and imaging of brain waves from noninvasive measurements. This book addresses the issue of modeling and imaging brain waves and biomarkers generally, treating the nonlinear and nonstationary dynamics in near real-time. Using a modal state-space formulation leads to intuitive, physically significant models which are used for analysis and diagnosis.
A Modal Approach to the Space-Time Dynamics of Cognitive Biomarkers provides a much-needed reference for practicing researchers in biomarker modeling leveraging the lens of engineering dynamics.
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