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A Modal Approach to the Space-Time Dynamics of Cognitive Biomarkers
Engelsk
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Specifikationer
Sprog:
Engelsk
Sider:
132
ISBN-13:
9783031235283
Indbinding:
Hardback
Udgave:
ISBN-10:
3031235282
Udg. Dato:
2 mar 2023
Længde:
16mm
Bredde:
175mm
Højde:
249mm
Forlag:
Springer International Publishing AG
Serie:
Synthesis Lectures on Biomedical Engineering
Oplagsdato:
2 mar 2023
Hardback
Format:

Om denne bog
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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Specifikationer
Sprog:
Engelsk
Sider:
132
ISBN-13:
9783031235283
Indbinding:
Hardback
Udgave:
ISBN-10:
3031235282
Udg. Dato:
2 mar 2023
Længde:
16mm
Bredde:
175mm
Højde:
249mm
Forlag:
Springer International Publishing AG
Serie:
Synthesis Lectures on Biomedical Engineering
Oplagsdato:
2 mar 2023
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