Neural Machines A Defense Of Non Representationalism In Cognitive Neuroscience

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Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience

Author : Matej Kohár
Publisher :
ISBN 13 : 9783031267475
Total Pages : 0 pages
Book Rating : 4.2/5 (674 download)

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Book Synopsis Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience by : Matej Kohár

Download or read book Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience written by Matej Kohár and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, Matej Kohar demonstrates how the new mechanistic account of explanation can be used to support a non-representationalist view of explanations in cognitive neuroscience, and therefore can bring new conceptual tools to the non-representationalist arsenal. Kohar focuses on the explanatory relevance of representational content in constitutive mechanistic explanations typical in cognitive neuroscience. The work significantly contributes to two areas of literature: 1) the debate between representationalism and non-representationalism, and 2) the literature on mechanistic explanation. Kohar begins with an introduction to the mechanistic theory of explanation, focusing on the analysis of mechanistic constitution as the basis of explanatory relevance in constitutive mechanistic explanation. He argues that any viable analysis of representational contents implies that content is not constitutively relevant to cognitive phenomena. The author also addresses objections against his argument and concludes with an examination of the consequences of his account for both traditional cognitive neuroscience and non-representationalist alternatives. This book is of interest to readers in philosophy of mind, cognitive science and neuroscience.

Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience

Author : Matej Kohár
Publisher : Springer Nature
ISBN 13 : 303126746X
Total Pages : 199 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience by : Matej Kohár

Download or read book Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience written by Matej Kohár and published by Springer Nature. This book was released on 2023-03-09 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, Matej Kohar demonstrates how the new mechanistic account of explanation can be used to support a non-representationalist view of explanations in cognitive neuroscience, and therefore can bring new conceptual tools to the non-representationalist arsenal. Kohar focuses on the explanatory relevance of representational content in constitutive mechanistic explanations typical in cognitive neuroscience. The work significantly contributes to two areas of literature: 1) the debate between representationalism and non-representationalism, and 2) the literature on mechanistic explanation. Kohar begins with an introduction to the mechanistic theory of explanation, focusing on the analysis of mechanistic constitution as the basis of explanatory relevance in constitutive mechanistic explanation. He argues that any viable analysis of representational contents implies that content is not constitutively relevant to cognitive phenomena. The author also addresses objections against his argument and concludes with an examination of the consequences of his account for both traditional cognitive neuroscience and non-representationalist alternatives. This book is of interest to readers in philosophy of mind, cognitive science and neuroscience.

Neuroscience Without Representations

Author : Óscar Vilarroya
Publisher : Elsevier
ISBN 13 : 0443191735
Total Pages : 194 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Neuroscience Without Representations by : Óscar Vilarroya

Download or read book Neuroscience Without Representations written by Óscar Vilarroya and published by Elsevier. This book was released on 2024-06-14 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuroscience Without Representations: Building a Brain-in-a-World View describes a non-representational characterization of the brain that also provides an accounting on how humans can rely on symbolic systems and its conditions of application to deal with the representational requirements of human knowledge. Applying an evolutionary perspective to cognition, as well as assuming certain tenets from what is known as “4E cognition (embodied, embedded, extended, and enactive cognition theories), this volume presents arguments to support a non-representational view of the brain while also outlining how non-representational brains can nevertheless be representationally knowledgeable. As both views in isolation have limitations, Dr. Vilarroya takes these ideas in a combined approach that is supported upon detailed analyses of compelling recent studies. Further, this presents a detailed guide on how to implement the alternative notion of neural representation in a research plan. Readers will gain a better understanding of the centrality of the notion of representation in neuroscientific theories and what it means for a brain to represent something, what makes a neural activity a representation, and what is represented. Presents original arguments to support a non-representational view of the brain and outlines how non-representational brains can also be representationally knowledgeable Describes the basics of an alternative to the notion of neural representation Details the reasons underlying the unsuitability of notion of neural representation to address the brain as a cognitive organ Offers detailed analyses of relevant studies from a variety of fields, including cognitive neuroscience, evolutionary biology, behavioral sciences and biological anthropology Provides details to help guide design, implementation and interpretation of empirical studies in this field

Artificial Minds

Author : Stan Franklin
Publisher : MIT Press
ISBN 13 : 9780262561099
Total Pages : 468 pages
Book Rating : 4.5/5 (61 download)

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Book Synopsis Artificial Minds by : Stan Franklin

Download or read book Artificial Minds written by Stan Franklin and published by MIT Press. This book was released on 1997 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stan Franklin is the perfect tour guide through the contemporary interdisciplinary matrix of artificial intelligence, cognitive science, cognitive neuroscience, artificial neural networks, artificial life, and robotics that is producing a new paradigm of mind. Along the way, Franklin makes the case for a perspective that rejects a rigid distinction between mind and non-mind in favor of a continuum from less to more mind.

Neurotechnology in National Security and Defense

Author : James Giordano
Publisher : CRC Press
ISBN 13 : 1482228335
Total Pages : 320 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Neurotechnology in National Security and Defense by : James Giordano

Download or read book Neurotechnology in National Security and Defense written by James Giordano and published by CRC Press. This book was released on 2014-09-25 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neurotechnology in National Security and Defense: Practical Considerations, Neuroethical Concerns is the second volume in the Advances in Neurotechnology series. It specifically addresses the neuroethical, legal, and social issues arising from the use of neurotechnology in national security and defense agendas and applications. Of particular concern are the use of various neurotechnologies in military and intelligence operations training, acquisition of neurobiological and cognitive data for intelligence and security, military medical operations, warfighter performance augmentation, and weaponization of neuroscience and neurotechnology. The contributors discuss the neuroethical questions and problems that these applications generate as well as potential solutions that may be required and developed. The book examines how developments in neurotechnology in national security and defense agendas are impacted by and affect ethical values and constructs, legal considerations, and overall conduct of the social sphere. Presenting an integrative perspective, leading international experts lay the scientific groundwork and establish the premises necessary to appreciate the ethical aspects of neurotechnology in national security and defense. It is not a question of "if" neurotechnology will be used in such ways, but when, how, and to what extent. Therefore, it is imperative to foster a deeper understanding of neurotechnology, the problems and debates arising from its use in national security and defense, and how such issues can and should be addressed. In doing so, we can guide and govern the use of these innovative neurotechnologies in ways that uphold ethical accountability.

Neurocognitive Mechanisms

Author : Gualtiero Piccinini
Publisher : Oxford University Press
ISBN 13 : 0192636057
Total Pages : 413 pages
Book Rating : 4.1/5 (926 download)

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Book Synopsis Neurocognitive Mechanisms by : Gualtiero Piccinini

Download or read book Neurocognitive Mechanisms written by Gualtiero Piccinini and published by Oxford University Press. This book was released on 2020-11-12 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Neurocognitive Mechanisms Gualtiero Piccinini presents the most systematic, rigorous, and comprehensive philosophical defence to date of the computational theory of cognition. His view posits that cognition involves neural computation within multilevel neurocognitive mechanisms, and includes novel ideas about ontology, functions, neural representation, neural computation, and consciousness. He begins by defending an ontologically egalitarian account of composition and realization, according to which all levels are equally real. He then explicates multiple realizability and mechanisms within this ontologically egalitarian framework, defends a goal-contribution account of teleological functions, and defends a mechanistic version of functionalism. This provides the foundation for a mechanistic account of computation, which in turn clarifies the ways in which the computational theory of cognition is a multilevel mechanistic theory supported by contemporary cognitive neuroscience. Piccinini argues that cognition is computational at least in a generic sense. He defends the computational theory of cognition from standard objections, yet also rebuts putative a priori arguments. He contends that the typical vehicles of neural computations are representations, and that, contrary to the received view, the representations posited by the computational theory of cognition are observable and manipulatable in the laboratory. He also contends that neural computations are neither digital nor analog; instead, neural computations are sui generis. He concludes by investigating the relation between computation and consciousness, suggesting that consciousness may be a functional phenomenon without being computational in nature. This book will be of interest to philosophers of cognitive science as well as neuroscientists.

Mind as Machine

Author : Margaret A. Boden
Publisher : Oxford University Press
ISBN 13 : 9780199292387
Total Pages : 964 pages
Book Rating : 4.2/5 (923 download)

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Book Synopsis Mind as Machine by : Margaret A. Boden

Download or read book Mind as Machine written by Margaret A. Boden and published by Oxford University Press. This book was released on 2006 with total page 964 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of cognitive science is one of the most remarkable and fascinating intellectual achievements of the modern era. It brings together psychology, neuroscience, artificial intelligence, computing, philosophy, linguistics, and anthropology in the project of understanding the mind by modelling its workings. Oxford University Press now presents a masterful history of cognitive science, told by one of its most eminent practitioners.

Neural Assemblies

Author : Günther Palm
Publisher :
ISBN 13 : 9783031003127
Total Pages : 0 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Neural Assemblies by : Günther Palm

Download or read book Neural Assemblies written by Günther Palm and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the new edition of Neural Assemblies, the author places his original ideas and motivations within the framework of modern and cognitive neuroscience and gives a short and focused overview of the development of computational neuroscience and artificial neural networks over the last 40 years. In this book the author develops a theory of how the human brain might function. Starting with a motivational introduction to the brain as an organ of information processing, he presents a computational perspective on the basic concepts and ideas of neuroscience research on the underlying principles of brain function. In addition, the reader is introduced to the most important methods from computer science and mathematical modeling that are required for a computational understanding of information processing in the brain. Written by an expert in the field of neural information processing, this book offers a personal historical view of the development of artificial intelligence, artificial neural networks, and computational cognitive neuroscience over the last 40 years, with a focus on the realization of higher cognitive functions rather than more peripheral sensory or motor organization. The book is therefore aimed at students and researchers who want to understand how the basic neuroscientific and computational concepts in the study of brain function have changed over the last decades.

Protecting the Mind

Author : Pablo López-Silva
Publisher : Springer Nature
ISBN 13 : 3030940322
Total Pages : 177 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Protecting the Mind by : Pablo López-Silva

Download or read book Protecting the Mind written by Pablo López-Silva and published by Springer Nature. This book was released on 2022-03-01 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive analysis of philosophical, social, ethical, and legal challenges arising as a consequences of current advances in neurosciences and neurotechnology. It starts by offering an overview of fundamental concepts such as mental privacy, personal autonomy, mental integrity, and responsibility, among others. In turn, it discusses the influence of possible misuses or uncontrolled uses of neurotechnology on those concepts, and, more in general, on human rights and equality. Then, it makes some original proposals to deal with the main ethical, legal, and social problems associated to the use of neurotechnology, both in medicine and in everyday life, suggesting possible policies to protect privacy, neural data, and intimacy. Crossing the borders between humanities, natural sciences, bio-medicine, and engineering, and taking into account geographical and cultural differences, this book offers a conceptual debate around policy and decision making concerning some of the key neuroethical challenges of our times. It offers a comprehensive guide to the most important issues of neurojustice and neuroprotection, together with a set of new paradigms to face some of the most urgent neuroethical problems of our times.

The Representational Fallacy in Neuroscience and Psychology

Author : Maxwell R Bennett
Publisher : Palgrave Macmillan
ISBN 13 : 9783031575587
Total Pages : 0 pages
Book Rating : 4.5/5 (755 download)

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Book Synopsis The Representational Fallacy in Neuroscience and Psychology by : Maxwell R Bennett

Download or read book The Representational Fallacy in Neuroscience and Psychology written by Maxwell R Bennett and published by Palgrave Macmillan. This book was released on 2024-06-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book traces the history and coherence of the use of the word ‘representations’ from its origins, particularly in the description of artefacts, to its use in the description of so-called mental and neural representations in the mind and in the brain. It is shown that there are no good reasons for this transition. Experimental psychology is confused in taking what one perceives to be a mental representation. Neuroscientists need to avoid moving readily between the notions of neural and mental representations; indeed even the logic of taking a pattern of neural activity as standing for some sensibly experienced characteristic requires elucidation. It is concluded that the word ‘representation’ when used in experimental psychology and cognitive neuroscience is confounding.

Apprentices of Wonder

Author : William F. Allman
Publisher : Bantam
ISBN 13 : 0553349465
Total Pages : 0 pages
Book Rating : 4.5/5 (533 download)

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Book Synopsis Apprentices of Wonder by : William F. Allman

Download or read book Apprentices of Wonder written by William F. Allman and published by Bantam. This book was released on 1990-08-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "If you want to understand the latest scientific thinking about the relations between mind and brain, meet Allman's Apprentices of Wonder."—Howard Gardner, author of The Mind's New Science: A History of Cognitive Revolution In the vein of The Soul of a New Machine comes this accessible book on the scientists who are creating startling theories of how the mind works as they forge a kind of artificial intelligence called neural networks—or, the first thinking machines. "This snappy introduction to the possibilities of the new sciences of connectionism will inform readers why mahy brain scientists are excited—and why the skeptics remain to be persuaded."—Pamela McCorduck, coauthor, with Mitchell Feigenbaum, of The Fifth Generation and author of Machines Who Think and The Universal Machine

Radical Embodied Cognitive Science

Author : Anthony Chemero
Publisher : MIT Press
ISBN 13 : 0262516470
Total Pages : 269 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Radical Embodied Cognitive Science by : Anthony Chemero

Download or read book Radical Embodied Cognitive Science written by Anthony Chemero and published by MIT Press. This book was released on 2011-08-19 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: A proposal for a new way to do cognitive science argues that cognition should be described in terms of agent-environment dynamics rather than computation and representation. While philosophers of mind have been arguing over the status of mental representations in cognitive science, cognitive scientists have been quietly engaged in studying perception, action, and cognition without explaining them in terms of mental representation. In this book, Anthony Chemero describes this nonrepresentational approach (which he terms radical embodied cognitive science), puts it in historical and conceptual context, and applies it to traditional problems in the philosophy of mind. Radical embodied cognitive science is a direct descendant of the American naturalist psychology of William James and John Dewey, and follows them in viewing perception and cognition to be understandable only in terms of action in the environment. Chemero argues that cognition should be described in terms of agent-environment dynamics rather than in terms of computation and representation. After outlining this orientation to cognition, Chemero proposes a methodology: dynamical systems theory, which would explain things dynamically and without reference to representation. He also advances a background theory: Gibsonian ecological psychology, “shored up” and clarified. Chemero then looks at some traditional philosophical problems (reductionism, epistemological skepticism, metaphysical realism, consciousness) through the lens of radical embodied cognitive science and concludes that the comparative ease with which it resolves these problems, combined with its empirical promise, makes this approach to cognitive science a rewarding one. “Jerry Fodor is my favorite philosopher,” Chemero writes in his preface, adding, “I think that Jerry Fodor is wrong about nearly everything.” With this book, Chemero explains nonrepresentational, dynamical, ecological cognitive science as clearly and as rigorously as Jerry Fodor explained computational cognitive science in his classic work The Language of Thought.

After Phrenology

Author : Michael L. Anderson
Publisher : MIT Press
ISBN 13 : 0262028107
Total Pages : 411 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis After Phrenology by : Michael L. Anderson

Download or read book After Phrenology written by Michael L. Anderson and published by MIT Press. This book was released on 2014-12-12 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: A proposal for a fully post-phrenological neuroscience that details the evolutionary roots of functional diversity in brain regions and networks. The computer analogy of the mind has been as widely adopted in contemporary cognitive neuroscience as was the analogy of the brain as a collection of organs in phrenology. Just as the phrenologist would insist that each organ must have its particular function, so contemporary cognitive neuroscience is committed to the notion that each brain region must have its fundamental computation. In After Phrenology, Michael Anderson argues that to achieve a fully post-phrenological science of the brain, we need to reassess this commitment and devise an alternate, neuroscientifically grounded taxonomy of mental function. Anderson contends that the cognitive roles played by each region of the brain are highly various, reflecting different neural partnerships established under different circumstances. He proposes quantifying the functional properties of neural assemblies in terms of their dispositional tendencies rather than their computational or information-processing operations. Exploring larger-scale issues, and drawing on evidence from embodied cognition, Anderson develops a picture of thinking rooted in the exploitation and extension of our early-evolving capacity for iterated interaction with the world. He argues that the multidimensional approach to the brain he describes offers a much better fit for these findings, and a more promising road toward a unified science of minded organisms.

Being There

Author : Andy Clark
Publisher : MIT Press
ISBN 13 : 9780262260527
Total Pages : 310 pages
Book Rating : 4.2/5 (65 download)

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Book Synopsis Being There by : Andy Clark

Download or read book Being There written by Andy Clark and published by MIT Press. This book was released on 1998-01-23 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brain, body, and world are united in a complex dance of circular causation and extended computational activity. In Being There, Andy Clark weaves these several threads into a pleasing whole and goes on to address foundational questions concerning the new tools and techniques needed to make sense of the emerging sciences of the embodied mind. Clark brings together ideas and techniques from robotics, neuroscience, infant psychology, and artificial intelligence. He addresses a broad range of adaptive behaviors, from cockroach locomotion to the role of linguistic artifacts in higher-level thought.

What are Mental Representations?

Author : Joulia Smortchkova
Publisher : Oxford University Press
ISBN 13 : 0190686685
Total Pages : 256 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis What are Mental Representations? by : Joulia Smortchkova

Download or read book What are Mental Representations? written by Joulia Smortchkova and published by Oxford University Press. This book was released on 2020-09-28 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of this book is mental representation, a theoretical concept that lies at the core of cognitive science. Together with the idea that thinking is analogous to computational processing, this concept is responsible for the "cognitive turn" in the sciences of the mind and brain since the 1950s. Conceiving of cognitive processes (such as perception, reasoning, and motor control) as consisting of the manipulation of contentful vehicles that represent the world has led to tremendous empirical advancements in our explanations of behaviour. Perhaps the most famous discovery that explains behavior by appealing to the notion of mental representations was the discovery of 'place' cells that underlie spatial navigation and positioning, which earned researchers John O'Keefe, May-Britt Moser, and Edvard I. Moser a joint Nobel Prize in 2014. And yet, despite the empirical importance of the concept, there is no agreed definition or theoretical understanding of mental representation. This book constitutes a state-of-the-art overview on the topic of mental representation, assembling some of the leading experts in the field and allowing them to engage in meaningful exchanges over some of the most contentious questions. The collection gathers both proponents and critics of the notion, making room for debates dealing with the theoretical and ontological status of representations, the possibility of formulating a general account of mental representation which would fit our best explanatory practices, and the possibility of delivering such an account in fully naturalistic terms. Some contributors explore the relation between mutually incompatible notions of mental representation, stemming from the different disciplines composing the cognitive sciences (such as neuroscience, psychology, and computer science). Others question the ontological status and explanatory usefulness of the notion. And finally, some try to sketch a general theory of mental representations that could face the challenges outlined in the more critical chapters of the volume.

Active Inference

Author : Thomas Parr
Publisher : MIT Press
ISBN 13 : 0262362287
Total Pages : 313 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Active Inference by : Thomas Parr

Download or read book Active Inference written by Thomas Parr and published by MIT Press. This book was released on 2022-03-29 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines. Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains. Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.

Cognitive Science: Recent Advances and Recurring Problems

Author : Fred Adams
Publisher : Vernon Press
ISBN 13 : 1622731115
Total Pages : 324 pages
Book Rating : 4.6/5 (227 download)

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Book Synopsis Cognitive Science: Recent Advances and Recurring Problems by : Fred Adams

Download or read book Cognitive Science: Recent Advances and Recurring Problems written by Fred Adams and published by Vernon Press. This book was released on 2019-04-18 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of an edited collection of original essays of the highest academic quality by seasoned experts in their fields of cognitive science. The essays are interdisciplinary, drawing from many of the fields known collectively as “the cognitive sciences.” Topics discussed represent a significant cross-section of the most current and interesting issues in cognitive science. Specific topics include matters regarding machine learning and cognitive architecture, the nature of cognitive content, the relationship of information to cognition, the role of language and communication in cognition, the nature of embodied cognition, selective topics in visual cognition, brain connectivity, computation and simulation, social and technological issues within the cognitive sciences, and significant issues in the history of neuroscience. This book will be of interest to both professional researchers and newer students and graduate students in the fields of cognitive science—including computer science, linguistics, philosophy, psychology and neuroscience. The essays are in English and are designed to be as free as possible of technical jargon and therefore accessible to young scholars and to scholars who are new to the cognitive neurosciences. In addition to several entries by single authors, the book contains several interesting roundtables where researchers contribute answers to a central question presented to those in the focus group on one of the core areas listed above. This exciting approach provides a variety of perspectives from across disciplines on topics of current concern in the cognitive sciences.