Cognitive Systems - Information Processing Meets Brain Science PDF Download
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Author: Richard G.M. Morris
Publisher: Elsevier
ISBN: 0080458262
Category : Computers
Languages : en
Pages : 325
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Book Description
Cognitive Systems - Information Processing Meets Brain Science presents an overview of the exciting, truly multidisciplinary research by neuroscientists and systems engineers in the emerging field of cognitive systems, providing a cross-disciplinary examination of this cutting-edge area of scientific research. This is a great example of where research in very different disciplines touches to create a new emerging area of research. The book illustrates some of the technical developments that could arise from our growing understanding of how living cognitive systems behave, and the ability to use that knowledge in the design of artificial systems. This unique book is of considerable interest to researchers and students in information science, neuroscience, psychology, engineering and adjacent fields. - Represents a remarkable collection of relevant experts from both the life sciences and computer science - Includes state-of-the-art reviews of topics in cognitive systems from both a life sciences and a computer science perspective - Discusses the impact of this research on our lives in the near future
Author: Richard G.M. Morris
Publisher: Elsevier
ISBN: 0080458262
Category : Computers
Languages : en
Pages : 325
Get Book Here
Book Description
Cognitive Systems - Information Processing Meets Brain Science presents an overview of the exciting, truly multidisciplinary research by neuroscientists and systems engineers in the emerging field of cognitive systems, providing a cross-disciplinary examination of this cutting-edge area of scientific research. This is a great example of where research in very different disciplines touches to create a new emerging area of research. The book illustrates some of the technical developments that could arise from our growing understanding of how living cognitive systems behave, and the ability to use that knowledge in the design of artificial systems. This unique book is of considerable interest to researchers and students in information science, neuroscience, psychology, engineering and adjacent fields. - Represents a remarkable collection of relevant experts from both the life sciences and computer science - Includes state-of-the-art reviews of topics in cognitive systems from both a life sciences and a computer science perspective - Discusses the impact of this research on our lives in the near future
Author: Harald Maurer
Publisher: CRC Press
ISBN: 1351043501
Category : Medical
Languages : en
Pages : 415
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Book Description
The Mind and Brain are usually considered as one and the same nonlinear, complex dynamical system, in which information processing can be described with vector and tensor transformations and with attractors in multidimensional state spaces. Thus, an internal neurocognitive representation concept consists of a dynamical process which filters out statistical prototypes from the sensorial information in terms of coherent and adaptive n-dimensional vector fields. These prototypes serve as a basis for dynamic, probabilistic predictions or probabilistic hypotheses on prospective new data (see the recently introduced approach of "predictive coding" in neurophilosophy). Furthermore, the phenomenon of sensory and language cognition would thus be based on a multitude of self-regulatory complex dynamics of synchronous self-organization mechanisms, in other words, an emergent "flux equilibrium process" ("steady state") of the total collective and coherent neural activity resulting from the oscillatory actions of neuronal assemblies. In perception it is shown how sensory object informations, like the object color or the object form, can be dynamically related together or can be integrated to a neurally based representation of this perceptual object by means of a synchronization mechanism ("feature binding"). In language processing it is shown how semantic concepts and syntactic roles can be dynamically related together or can be integrated to neurally based systematic and compositional connectionist representations by means of a synchronization mechanism ("variable binding") solving the Fodor-Pylyshyn-Challenge. Since the systemtheoretical connectionism has succeeded in modeling the sensory objects in perception as well as systematic and compositional representations in language processing with this vector- and oscillation-based representation format, a new, convincing theory of neurocognition has been developed, which bridges the neuronal and the cognitive analysis level. The book describes how elementary neuronal information is combined in perception and language, so it becomes clear how the brain processes this information to enable basic cognitive performance of the humans.
Author: Michael W. Eysenck
Publisher: SAGE Publications Limited
ISBN: 1529618533
Category : Psychology
Languages : en
Pages : 253
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Book Description
Cognitive Psychology: Revisiting the Classic Studies critically reflects upon 15 of the most influential cognitive psychology papers ever published by researchers such as Chomsky, Loftus, Tulving, and Stroop. This book will familiarise you with the classic studies and show you how they have influenced subsequent research, right up to the present day. This second edition has been updated in light of new research and now contains comments from the living classic researchers on the chapters about their work. This book is ideal for those studying cognitive psychology at the undergraduate level. Revisiting the Classic Studies is a series of texts that introduces readers to the studies in psychology that changed the way we think about core topics in the discipline today. It provokes students to ask more interesting and challenging questions about the field by encouraging a deeper level of engagement both with the details of the studies themselves and with the nature of their contribution. Edited by leading scholars in their field and written by researchers at the cutting edge of these developments, the chapters in each text provide details of the original works and their theoretical and empirical impact, and then discuss the ways in which thinking and research have advanced in the years since the studies were conducted. Michael W. Eysenck is Emeritus Professor at the University of Roehampton and Emeritus Professor and Honorary Fellow at Royal Holloway University of London. David Groome was Senior Academic and Head of the Psychology Department at the University of Westminster, London.
Author: Angelo Cangelosi
Publisher: MIT Press
ISBN: 0262369338
Category : Technology & Engineering
Languages : en
Pages : 497
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Book Description
The current state of the art in cognitive robotics, covering the challenges of building AI-powered intelligent robots inspired by natural cognitive systems. A novel approach to building AI-powered intelligent robots takes inspiration from the way natural cognitive systems—in humans, animals, and biological systems—develop intelligence by exploiting the full power of interactions between body and brain, the physical and social environment in which they live, and phylogenetic, developmental, and learning dynamics. This volume reports on the current state of the art in cognitive robotics, offering the first comprehensive coverage of building robots inspired by natural cognitive systems. Contributors first provide a systematic definition of cognitive robotics and a history of developments in the field. They describe in detail five main approaches: developmental, neuro, evolutionary, swarm, and soft robotics. They go on to consider methodologies and concepts, treating topics that include commonly used cognitive robotics platforms and robot simulators, biomimetic skin as an example of a hardware-based approach, machine-learning methods, and cognitive architecture. Finally, they cover the behavioral and cognitive capabilities of a variety of models, experiments, and applications, looking at issues that range from intrinsic motivation and perception to robot consciousness. Cognitive Robotics is aimed at an interdisciplinary audience, balancing technical details and examples for the computational reader with theoretical and experimental findings for the empirical scientist.
Author: Robert Logie
Publisher: Oxford University Press
ISBN: 0192665588
Category : Psychology
Languages : en
Pages : 465
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Book Description
Memory is essential for every day life. The understanding and study of memory has continued to grow over the years, thanks to well controlled laboratory studies and theory development. However, major challenges arise when attempting to apply theories of memory function to practical problems in society. A theory might be robust in explaining experimental data but fail to capture all that is important when taken out of the lab. The good news is that the application of memory in science to challenges in society is rapidly expanding, and Memory in Science for Society bridges that gap. Inspired by the synergy between theory and application in memory research, leading international researchers share their passion for combining memory in science with applications of that science to a wide range of challenges in society. Chapters demonstrate how that scientific passion has addressed challenges in education, life attainment, second language learning, remembering life events and faces of strangers, future planning and decision making, lifespan cognitive development and age-related cognitive decline, following instructions, and assessment and rehabilitation of cognitive impairment following brain damage. Written and edited by the leading researchers in the field, the book will be an important and influential addition to the memory literature, providing a new and comprehensive focus on the connection between theory and practice in memory and society.
Author: Alessio Plebe
Publisher: Springer
ISBN: 3319285521
Category : Philosophy
Languages : en
Pages : 238
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Book Description
This book examines the concept of “ Neurosemantics”, a term currently used in two different senses: the informational meaning of the physical processes in the neural circuits, and semantics in its classical sense, as the meaning of language, explained in terms of neural processes. The book explores this second sense of neurosemantics, yet in doing so, it addresses much of the first meaning as well. Divided into two parts, the book starts with a description and analysis of the mathematics of the brain, including computational units, representational mechanisms and algorithmic principles. This first part pays special attention to the neural architecture which has been used in developing models of neurosemantics. The second part of the book presents a collection of models, and describes each model reproducing specific aspects of the semantics of language. Some of these models target one of the core problems of semantics, the reference of nouns, and in particular of nouns with a strong perceptual characterization. Others address the semantics of predicates, with a detailed analysis of colour attributes. While this book represents a radical shift from traditional semantics, it still pursues a line of continuity that is based on the idea that meaning can be captured, and explained, by a sort of computation.
Author: Zhongzhi Shi
Publisher: World Scientific
ISBN: 9811200890
Category : Computers
Languages : en
Pages : 594
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Book Description
The joint breakthrough of big data, cloud computing and deep learning has made artificial intelligence (AI) the new focus in the international arena. AI is a branch of computer science, developing intelligent machine with imitating, extending and augmenting human intelligence through artificial means and techniques to realize intelligent behaviour.This comprehensive compendium, consisting of 15 chapters, captures the updated achievements of AI. It is completely revised to reflect the current researches in the field, through numerous techniques and strategies to address the impending challenges facing computer scientists today.The unique volume is useful for senior or graduate students in the information field and related tertiary specialities. It is also a suitable reference text for professionals, researchers, and academics in AI, machine learning, electrical & electronic engineering and biocomputing.
Author: Saeed Banihashemi
Publisher: Taylor & Francis
ISBN: 1000801934
Category : Technology & Engineering
Languages : en
Pages : 187
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Book Description
This research book aims to conceptualise the scale and spectrum of Building Information Modelling (BIM) and Artificial Intelligence (AI) approaches in energy efficient building design and to develop its functional solutions with a focus on four crucial aspects of building envelop, building layout, occupant behaviour and heating, ventilation and air-conditioning (HVAC) systems. Drawn from theoretical development on the sustainability, informatics and optimisation paradigms in built environment, the energy efficient building design will be marked through the power of data and BIM-intelligent agents during the design phase. It will be further developed via smart derivatives to reach a harmony in the systematic integration of energy efficient building design solutions, a gap that is missed in the extant literature and that this book aims to fill. This approach will inform a vision for future and provide a framework to shape and respond to our built environment and how it transforms the way we design and build. By considering the balance of BIM, AI and energy efficient outcomes, the future development of buildings will be regenerated in a direction that is sustainable in the long run. This book is essential reading for those in the AEC industry as well as computer scientists.
Author: Robert H. Logie
Publisher:
ISBN: 0198842287
Category : Medical
Languages : en
Pages : 465
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Book Description
Working memory refers to how we keep track of what we are doing moment to moment throughout our waking lives. This book brings together in one volume, state-of-the-science chapters written by the most productive and well known working memory researchers worldwide.
Author: Matthias Klusch
Publisher: Springer
ISBN: 3540385703
Category : Computers
Languages : en
Pages : 488
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Book Description
This book constitutes the refereed proceedings of the 10th International Workshop on Cooperative Information Agents, CIA 2006, held in Edinburgh, UK in September 2006. The 29 revised full papers presented together with four invited papers were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections.
