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Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition

Part of the Series in BioEngineering Book Series

DOI: 10.1007/978-3-319-02639-8

ISBN: 978-3-319-02638-1

Publisher: Springer International Publishing - Springer Journals

Sep 18, 2013

LitStream

Introduction to Advances in Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 3 –8

[This chapter gives an overview about all the fundamental concepts that will be treated in the book Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition and introduces the outcomes of the experimental section.]
LitStream

Emotions and Mood States: Modeling, Elicitation, and Classification

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 9 –21

[This chapter reports on the current state of the art related to the study of autonomic nervous system (ANS) dynamics for mood and emotional-state assessment. Accordingly, several methodological approaches and guidelines for the development of an automatic system for an effective characterization...
LitStream

Data Acquisition: Experimental Procedures and Wearable Monitoring Systems

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 25 –43

[The assessment of autonomic nervous system (ANS) dynamics on healthy subjects and patients with mental disorders is not a trivial task and careful attention has to be paid to control several variables such as recruitment of eligible subjects, kind and duration of the emotional stimuli, and...
LitStream

Advanced Signal Processing and Modeling for ANS Data

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 45 –82

[This chapter represents the methodological core of the book: Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition.]
LitStream

Experimental Evidences on Healthy Subjects and Bipolar Patients

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 85 –123

[This chapter reports on many experimental results obtained by applying the advanced methodology described in Chap. 4: Advanced Signal Processing and Modeling for ANS Data, to real autonomic nervous system (ANS) data gathered through the procedures described in Chap. 3: Data Acquisition:...
LitStream

Conclusions and Discussion on Mood and Emotional-State Recognition Using the Autonomic Nervous System Dynamics

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 127 –138

[This final chapter reports on the conclusions that can be drawn about mood and emotion recognition exploiting the autonomic nervous system (ANS) dynamics.]
LitStream

Book Summary and Perspectives for Future Research

Valenza, Gaetano; Scilingo, Enzo Pasquale

Pages: 139 –143

[This chapter summarizes all the scientific contributions of the book Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition. Perspectives and open issues of the future research works are reported, also mentioning possible clinical exploitations.]

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