The Resource Advances in electrodermal activity processing with applications for mental health : from heuristic methods to convex optimization, Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo

Advances in electrodermal activity processing with applications for mental health : from heuristic methods to convex optimization, Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo

Label
Advances in electrodermal activity processing with applications for mental health : from heuristic methods to convex optimization
Title
Advances in electrodermal activity processing with applications for mental health
Title remainder
from heuristic methods to convex optimization
Statement of responsibility
Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This book explores Autonomic Nervous System (ANS) dynamics as investigated through Electrodermal Activity (EDA) processing. It presents groundbreaking research in the technical field of biomedical engineering, especially biomedical signal processing, as well as clinical fields of psychometrics, affective computing, and psychological assessment. This volume describes some of the most complete, effective, and personalized methodologies for extracting data from a non-stationary, nonlinear EDA signal in order to characterize the affective and emotional state of a human subject. These methodologies are underscored by discussion of real-world applications in mood assessment. The text also examines the physiological bases of emotion recognition through noninvasive monitoring of the autonomic nervous system. This is an ideal book for biomedical engineers, physiologists, neuroscientists, engineers, applied mathematicians, psychiatric and psychological clinicians, and graduate students in these fields. This book also: Expertly introduces a novel approach for EDA analysis based on convex optimization and sparsity, a topic of rapidly increasing interest Authoritatively presents groundbreaking research achieved using EDA as an exemplary biomarker of ANS dynamics Deftly explores EDA's potential as a source of reliable and effective markers for the assessment of emotional responses in healthy subjects, as well as for the recognition of pathological mood states in bipolar patients
Cataloging source
N$T
http://library.link/vocab/creatorName
Greco, Alberto
Dewey number
612.8
Index
no index present
LC call number
QP372.9
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Valenza, Gaetano
  • Scilingo, E. Pasquale
http://library.link/vocab/subjectName
  • Galvanic skin response
  • Galvanic skin response
  • Psychophysiology
  • MEDICAL
  • SCIENCE
  • Galvanic skin response
  • Galvanic skin response
  • Psychophysiology
  • Biomedicine
  • Biomedical Engineering/Biotechnology
  • Signal, Image and Speech Processing
  • Biomedical Engineering
  • Computational Biology/Bioinformatics
  • Neurosciences
  • Imaging systems & technology
  • Biomedical engineering
  • Life sciences: general issues
  • Neurosciences
Label
Advances in electrodermal activity processing with applications for mental health : from heuristic methods to convex optimization, Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-46705-4
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. Electrodermal Phenomena and Recording Techniques -- 2. Modeling for the Analysis of the EDA -- 3. Evaluation of CDA and CvxEDA models -- 4. Emotions and Mood States: Modeling, Elicitation, and Recognition -- 5. Experimental Applications on Multi-Sensory Affective Stimulation -- 6. Conclusions
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783319467047
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-46705-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)963932204
  • (OCoLC)ocn963932204
Label
Advances in electrodermal activity processing with applications for mental health : from heuristic methods to convex optimization, Alberto Greco, Gaetano Valenza, Enzo Pasquale Scilingo
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-46705-4
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. Electrodermal Phenomena and Recording Techniques -- 2. Modeling for the Analysis of the EDA -- 3. Evaluation of CDA and CvxEDA models -- 4. Emotions and Mood States: Modeling, Elicitation, and Recognition -- 5. Experimental Applications on Multi-Sensory Affective Stimulation -- 6. Conclusions
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783319467047
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-46705-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)963932204
  • (OCoLC)ocn963932204

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