Springer Series in Cognitive and Neural Systems

Perception-Action Cycle

Models, Architectures, and Hardware

Editors: Cutsuridis, Vassilis, Hussain, Amir, Taylor, John G. (Eds.)

  • Provides focused and easily accessible reviews of various aspects of the perception-action cycle.
  • Unparalleled resource of information that will be an invaluable companion to anyone in constructing and developing models, algorithms and hardware implementations of autonomous machines empowered with cognitive capabilities.
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eBook $269.00
price for USA (gross)
  • ISBN 978-1-4419-1452-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $339.00
price for USA
  • ISBN 978-1-4419-1451-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The perception-action cycle is the circular flow of information that takes place between the organism and its environment in the course of a sensory-guided sequence of behavior towards a goal. Each action causes changes in the environment that are analyzed bottom-up through the perceptual hierarchy and lead to the processing of further action, and top-down through the executive hierarchy toward motor effectors. These actions cause new changes that are analyzed and lead to new action, and so the cycle continues.

The Perception-Action cycle: Models, Architectures and Hardware book provides focused and easily accessible reviews of various aspects of the perception-action cycle. It is an unparalleled resource of information that will be an invaluable companion to anyone in constructing and developing models, algorithms, and hardware implementations of autonomous machines empowered with cognitive capabilities.

The book is divided into three main parts. In the first part, leading computational neuroscientists present brain-inspired models of perception, attention, cognitive control, decision making, conflict resolution and monitoring, knowledge representation and reasoning, learning and memory, planning and action, and consciousness grounded in experimental data. In the second part, architectures, algorithms, and systems with cognitive capabilities and minimal guidance from the brain are discussed. These architectures, algorithms, and systems are inspired by cognitive science, computer vision, robotics, information theory, machine learning, computer agents, and artificial intelligence. In the third part, the analysis, design, and implementation of hardware systems with robust cognitive abilities from the areas of mechatronics, sensing technology, sensor fusion, smart sensor networks, control rules, controllability, stability, model/knowledge representation, and reasoning are discussed.

About the Editors:
Vassilis Cutsuridis is a Senior Research Scientist at the Center for Memory and Brain at Boston University, Boston, USA.
Amir Hussain is a Reader in Computing Science in the Department of Computing Science and Mathematics at the University of Stirling, UK.
John G. Taylor is an Emeritus Distinguished Professor of Mathematics in the Department of Mathematics at King’s College, London, UK.

Table of contents (23 chapters)

  • The Role of Attention in Shaping Visual Perceptual Processes

    Tsotsos, John K. (et al.)

    Pages 5-21

  • Sensory Fusion

    Ursino, Mauro (et al.)

    Pages 23-62

  • Modelling Memory and Learning Consistently from Psychology to Physiology

    Coward, L. Andrew

    Pages 63-133

  • Value Maps, Drives, and Emotions

    Levine, Daniel S.

    Pages 135-168

  • Computational Neuroscience Models: Error Monitoring, Conflict Resolution, and Decision Making

    Brown, Joshua W. (et al.)

    Pages 169-185

Buy this book

eBook $269.00
price for USA (gross)
  • ISBN 978-1-4419-1452-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $339.00
price for USA
  • ISBN 978-1-4419-1451-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Perception-Action Cycle
Book Subtitle
Models, Architectures, and Hardware
Editors
  • Vassilis Cutsuridis
  • Amir Hussain
  • John G. Taylor
Series Title
Springer Series in Cognitive and Neural Systems
Copyright
2011
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media, LLC
eBook ISBN
978-1-4419-1452-1
DOI
10.1007/978-1-4419-1452-1
Hardcover ISBN
978-1-4419-1451-4
Series ISSN
2363-9105
Edition Number
1
Number of Pages
XIV, 784
Topics