Cognitive Informatics, Computer Modelling, and Cognitive Science

Cognitive Informatics, Computer Modelling, and Cognitive Science

Volume 1: Theory, Case Studies, and Applications

1st Edition - April 7, 2020

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  • Editors: Ganesh Sinha, Jasjit Suri
  • eBook ISBN: 9780128194447
  • Paperback ISBN: 9780128194430

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Description

Cognitive Informatics, Computer Modelling, and Cognitive Science: Theory, Case Studies, and Applications presents the theoretical background and history of cognitive science to help readers understand its foundations, philosophical and psychological aspects, and applications in a wide range of engineering and computer science case studies. Cognitive science, a cognitive model of the brain, knowledge representation, and information processing in the human brain are discussed, as is the theory of consciousness, neuroscience, intelligence, decision-making, mind and behavior analysis, and the various ways cognitive computing is used for information manipulation, processing and decision-making. Mathematical and computational models, structures and processes of the human brain are also covered, along with advances in machine learning, artificial intelligence, cognitive knowledge base, deep learning, cognitive image processing and suitable data analytics.

Key Features

  • Identifies how foundational theories and concepts in cognitive science are applicable in other fields
  • Includes a comprehensive review of cognitive science applications in multiple domains, applying it to neural engineering, robotics, computer science and STEM
  • Includes models of brain processing, consciousness, decision-making, and more
  • Provides in-depth technical coverage of cognitive informatics and computing, including coverage of cognitive knowledge base, information theory, cognitive machine learning and intelligence

Readership

Biomedical Engineers and researchers in neural engineering and artificial intelligence; data science researchers

Table of Contents

  • 1. Introduction to cognitive science, informatics, and modeling
    2. Machine consciousness: mind, machine, and society contributors
    3. Brain-computer interface and neurocomputing
    4. The impact on cognitive development of a self-contained exploratory and technology-rich course on the physics of light and sound
    5. Identification of normal and abnormal brain hemorrhage on magnetic resonance images
    6. Cognitive informatics, computer modeling and cognitive science assessment of knee osteoarthritis in radiographic images: a machine learning approach
    7. Adaptive circadian rhythm a cognitive approach through dynamic light management
    8. Cognitive and brain function analysis of sleeping stage electroencephalogram wave using parallelization
    9. The future networks - a cognitive approach
    10. Identification of face along with configuration beneath unobstructed ambiance via reflective deep cascaded neural networks
    11. Setting up a neural machine translation system for English to Indian languages
    12. An extreme learning-based adaptive control design for an autonomous underwater vehicle
    13. Geometric total plaque area is an equally powerful phenotype compared to carotid intima-mediathickness for stroke risk assessment
    14. Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms
    15. Identification of road signs using a novel convolutional neural network
    16. Machine learning behind classification tasks in various engineering and science domains

Product details

  • No. of pages: 410
  • Language: English
  • Copyright: © Academic Press 2020
  • Published: April 7, 2020
  • Imprint: Academic Press
  • eBook ISBN: 9780128194447
  • Paperback ISBN: 9780128194430

About the Editors

Ganesh Sinha

Dr. G R Sinha is Adjunct Professor at the International Institute of Information Technology Bangalore (IIITB), India. His research interests include Medical/Biomedical Image Processing and Cognitive Science applications.

Affiliations and Expertise

Adjunct Professor, International Institute of Information Technology Bangalore (IIITB), India

Jasjit Suri

Dr. Jasrit Suri, PhD, MBA, Fellow AIMBE is an innovator, visionary, scientist, and an internationally known world leader. Dr. Suri received the Director General’s Gold medal in 1980 and the Fellow of American Institute of Medical and Biological Engineering, awarded by the National Academy of Sciences, Washington DC in 2004. He has published over 650 peer reviewed articles and has over 100 innovations/trademarks. He has author/co-authored over 45 books. He is currently Chairman of Global Biomedical Technologies, Inc., Roseville, CA, and is on the board of AtheroPoint, Roseville, CA, a company dedicated to Atherosclerosis Imaging for early screening for stroke and cardiovascular monitoring. He has held positions as a chairman of IEEE Denver section and advisor board member to healthcare industries and several universities in USA and abroad.

Affiliations and Expertise

Chairman of Global Biomedical Technologies, Inc.; Board Member, AtheroPoint, Roseville, CA, USA

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