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Neural Approaches to Dynamics of Signal Exchanges (Hardcover, 1st ed. 2020)
Loot Price: R3,132
Discovery Miles 31 320
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Neural Approaches to Dynamics of Signal Exchanges (Hardcover, 1st ed. 2020)
Series: Smart Innovation, Systems and Technologies, 151
Expected to ship within 10 - 15 working days
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The book presents research that contributes to the development of
intelligent dialog systems to simplify diverse aspects of everyday
life, such as medical diagnosis and entertainment. Covering major
thematic areas: machine learning and artificial neural networks;
algorithms and models; and social and biometric data for
applications in human-computer interfaces, it discusses processing
of audio-visual signals for the detection of user-perceived states,
the latest scientific discoveries in processing verbal (lexicon,
syntax, and pragmatics), auditory (voice, intonation, vocal
expressions) and visual signals (gestures, body language, facial
expressions), as well as algorithms for detecting communication
disorders, remote health-status monitoring, sentiment and affect
analysis, social behaviors and engagement. Further, it examines
neural and machine learning algorithms for the implementation of
advanced telecommunication systems, communication with people with
special needs, emotion modulation by computer contents, advanced
sensors for tracking changes in real-life and automatic systems, as
well as the development of advanced human-computer interfaces. The
book does not focus on solving a particular problem, but instead
describes the results of research that has positive effects in
different fields and applications.
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