Deterministic Learning Theory for Identification, Recognition, and Control

Deterministic Learning Theory for Identification, Recognition, and Control

Author: Cong Wang

Publisher: CRC Press

Published: 2018-10-03

Total Pages: 207

ISBN-13: 1420007769

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Deterministic Learning Theory for Identification, Recognition, and Control presents a unified conceptual framework for knowledge acquisition, representation, and knowledge utilization in uncertain dynamic environments. It provides systematic design approaches for identification, recognition, and control of linear uncertain systems. Unlike many books currently available that focus on statistical principles, this book stresses learning through closed-loop neural control, effective representation and recognition of temporal patterns in a deterministic way. A Deterministic View of Learning in Dynamic Environments The authors begin with an introduction to the concepts of deterministic learning theory, followed by a discussion of the persistent excitation property of RBF networks. They describe the elements of deterministic learning, and address dynamical pattern recognition and pattern-based control processes. The results are applicable to areas such as detection and isolation of oscillation faults, ECG/EEG pattern recognition, robot learning and control, and security analysis and control of power systems. A New Model of Information Processing This book elucidates a learning theory which is developed using concepts and tools from the discipline of systems and control. Fundamental knowledge about system dynamics is obtained from dynamical processes, and is then utilized to achieve rapid recognition of dynamical patterns and pattern-based closed-loop control via the so-called internal and dynamical matching of system dynamics. This actually represents a new model of information processing, i.e. a model of dynamical parallel distributed processing (DPDP).


Temporal Structure of Neural Processes Coupling Sensory, Motor and Cognitive Functions of the Brain

Temporal Structure of Neural Processes Coupling Sensory, Motor and Cognitive Functions of the Brain

Author: Daya Shankar Gupta

Publisher: Frontiers Media SA

Published: 2020-12-03

Total Pages: 177

ISBN-13: 2889661504

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This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.


The Human Auditory Cortex

The Human Auditory Cortex

Author: David Poeppel

Publisher: Springer Science & Business Media

Published: 2012-04-12

Total Pages: 404

ISBN-13: 1461423139

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We live in a complex and dynamically changing acoustic environment. To this end, the auditory cortex of humans has developed the ability to process a remarkable amount of diverse acoustic information with apparent ease. In fact, a phylogenetic comparison of auditory systems reveals that human auditory association cortex in particular has undergone extensive changes relative to that of other species, although our knowledge of this remains incomplete. In contrast to other senses, human auditory cortex receives input that is highly pre-processed in a number of sub-cortical structures; this suggests that even primary auditory cortex already performs quite complex analyses. At the same time, much of the functional role of the various sub-areas in human auditory cortex is still relatively unknown, and a more sophisticated understanding is only now emerging through the use of contemporary electrophysiological and neuroimaging techniques. The integration of results across the various techniques signify a new era in our knowledge of how human auditory cortex forms basis for auditory experience. This volume on human auditory cortex will have two major parts. In Part A, the principal methodologies currently used to investigate human auditory cortex will be discussed. Each chapter will first outline how the methodology is used in auditory neuroscience, highlighting the challenges of obtaining data from human auditory cortex; second, each methods chapter will provide two or (at most) three brief examples of how it has been used to generate a major result about auditory processing. In Part B, the central questions for auditory processing in human auditory cortex are covered. Each chapter can draw on all the methods introduced in Part A but will focus on a major computational challenge the system has to solve. This volume will constitute an important contemporary reference work on human auditory cortex. Arguably, this will be the first and most focused book on this critical neurological structure. The combination of different methodological and experimental approaches as well as a diverse range of aspects of human auditory perception ensures that this volume will inspire novel insights and spurn future research.


Translation Translation

Translation Translation

Author:

Publisher: BRILL

Published: 2021-07-26

Total Pages: 629

ISBN-13: 9004490094

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Translation Translation contributes to current debate on the question of translation dealt with in an interdisciplinary perspective, with implications not only of a theoretical order but also of the didactic and the practical orders. In the context of globalization the question of translation is fundamental for education and responds to new community needs with reference to Europe and more extensively to the international world. In its most obvious sense translation concerns verbal texts and their relations among different languages. However, to remain within the sphere of verbal signs, languages consist of a plurality of different languages that also relate to each other through translation processes. Moreover, translation occurs between verbal languages and nonverbal languages and among nonverbal languages without necessarily involving verbal languages. Thus far the allusion is to translation processes within the sphere of anthroposemiosis. But translation occurs among signs and the signs implicated are those of the semiosic sphere in its totality, which are not exclusively signs of the linguistic-verbal order. Beyond anthroposemiosis, translation is a fact of life and invests the entire biosphere or biosemiosphere, as clearly evidenced by research in “biosemiotics”, for where there is life there are signs, and where there are signs or semiosic processes there is translation, indeed semiosic processes are translation processes. According to this approach reflection on translation obviously cannot be restricted to the domain of linguistics but must necessarily involve semiotics, the general science or theory of signs. In this theoretical framework essays have been included not only from major translation experts, but also from researchers working in different areas, in addition to semiotics and linguistics, also philosophy, literary criticism, cultural studies, gender studies, biology, and the medical sciences. All scholars work on problems of translation in the light of their own special competencies and interests.


Hearing and Sound Communication in Amphibians

Hearing and Sound Communication in Amphibians

Author: Peter M. Narins

Publisher: Springer Science & Business Media

Published: 2006-12-11

Total Pages: 376

ISBN-13: 0387477969

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This book is a compendium of the latest research on acoustic communication in these highly vocal vertebrates. The chapters are written by experts currently investigating the physiology and behavior of amphibians, in the laboratory and in the field. This integrated approach provides a neuroethologically-driven and evolutionary basis for our understanding of acoustic communication and its underlying mechanisms. The intended audience includes senior undergraduates, physiologists, zoologists, evolutionary biologists and communication specialists.


Spatial Temporal Patterns for Action-Oriented Perception in Roving Robots

Spatial Temporal Patterns for Action-Oriented Perception in Roving Robots

Author: Paolo Arena

Publisher: Springer Science & Business Media

Published: 2008-12-19

Total Pages: 438

ISBN-13: 3540884645

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The basic principles guiding sensing, perception and action in bio systems seem to rely on highly organised spatial-temporal dynamics. In fact, all biological senses, (visual, hearing, tactile, etc.) process signals coming from different parts distributed in space and also show a complex time evolution. As an example, mammalian retina performs a parallel representation of the visual world embodied into layers, each of which r- resents a particular detail of the scene. These results clearly state that visual perception starts at the level of the retina, and is not related uniquely to the higher brain centres. Although vision remains the most useful sense guiding usual actions, the other senses, ?rst of all hearing but also touch, become essential particularly in cluttered conditions, where visual percepts are somehow obscured by environment conditions. Ef?cient use of hearing can be learnt from acoustic perception in animals/insects, like crickets, that use this ancient sense more than all the others, to perform a vital function, like mating.


This is Your Brain on Music

This is Your Brain on Music

Author: Daniel J. Levitin

Publisher: Penguin

Published: 2006

Total Pages: 330

ISBN-13: 9780525949695

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Explores the relationship between the mind and music by drawing on recent findings in the fields of neuroscience and evolutionary psychology to discuss topics such as the sources of musical tastes and the brain's responses to music.