Cognition And The Creative Machine

Author : Ana-Maria Oltețeanu
Publisher : Springer Nature
ISBN 13 : 3030303225
Total Pages : 282 pages
Book Rating : 4.28/5 ( download)

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Download or read book Cognition and the Creative Machine written by Ana-Maria Oltețeanu and published by Springer Nature. This book was released on 2020-05-23 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: How would you assemble a machine that can be creative, what would its cogs be? Starting from how humans do creative problem solving, the author has developed a framework to explore whether a diverse set of creative problem-solving tasks can be solved computationally using a unified set of principles. In this book she describes the implementation of related prototype AI systems, and the computational and empirical experiments conducted. The book will be of interest to researchers, graduate students, and laypeople engaged with ideas in artificial intelligence, cognitive science, and creativity.

Author : Terry Dartnall
Publisher : Bloomsbury Publishing USA
ISBN 13 : 0313012474
Total Pages : 350 pages
Book Rating : 4.71/5 ( download)

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Download or read book Creativity, Cognition, and Knowledge written by Terry Dartnall and published by Bloomsbury Publishing USA. This book was released on 2002-06-30 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection weitten by leading figures in cognitive science includes their lively debates with Dartnall about his call for a new epistemology, an alternative to the standard representational story in cognitive science. Dartnall aims to show that new epistemology is already with us in some leading-edge models of human creativity. Such an epistemology steers a middle road between the representationism of classical cognitive science and a radical anti-representationism that denies the existence or importance of representations. Dartnall, who debates contributors at each chapter's end, believes that creativity inheres—not only in big ticket items such as plays, poems, or sonatas—but in our ability to produce cognitive content at all, so that representations are the creative products of our knowledge, rather than its passive carriers.

Author : T. Dartnall
Publisher : Springer Science & Business Media
ISBN 13 : 9401707936
Total Pages : 444 pages
Book Rating : 4.30/5 ( download)

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Download or read book Artificial Intelligence and Creativity written by T. Dartnall and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Creativity is one of the least understood aspects of intelligence and is often seen as `intuitive' and not susceptible to rational enquiry. Recently, however, there has been a resurgence of interest in the area, principally in artificial intelligence and cognitive science, but also in psychology, philosophy, computer science, logic, mathematics, sociology, and architecture and design. This volume brings this work together and provides an overview of this rapidly developing field. It addresses a range of issues. Can computers be creative? Can they help us to understand human creativity? How can artificial intelligence (AI) enhance human creativity? How, in particular, can it contribute to the `sciences of the artificial', such as design? Does the new wave of AI (connectionism, geneticism and artificial life) offer more promise in these areas than classical, symbol-handling AI? What would the implications be for AI and cognitive science if computers could not be creative? These issues are explored in five interrelated parts, each of which is introducted and explained by a leading figure in the field. - Prologue (Margaret Boden) - Part I: Foundational Issues (Terry Dartnall) - Part II: Creativity and Cognition (Graeme S. Halford and Robert Levinson) - Part III: Creativity and Connectionism (Chris Thornton) - Part IV: Creativity and Design (John Gero) - Part V: Human Creativity Enhancement (Ernest Edmonds) - Epilogue (Douglas Hofstadter) For researchers in AI, cognitive science, computer science, philosophy, psychology, mathematics, logic, sociology, and architecture and design; and anyone interested in the rapidly growing field of artificial intelligence and creativity.

Author : Tarek R. Besold
Publisher : Springer
ISBN 13 : 9462390851
Total Pages : 417 pages
Book Rating : 4.50/5 ( download)

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Download or read book Computational Creativity Research: Towards Creative Machines written by Tarek R. Besold and published by Springer. This book was released on 2014-12-04 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Creativity, Concept Invention, and General Intelligence in their own right all are flourishing research disciplines producing surprising and captivating results that continuously influence and change our view on where the limits of intelligent machines lie, each day pushing the boundaries a bit further. By 2014, all three fields also have left their marks on everyday life – machine-composed music has been performed in concert halls, automated theorem provers are accepted tools in enterprises’ R&D departments, and cognitive architectures are being integrated in pilot assistance systems for next generation airplanes. Still, although the corresponding aims and goals are clearly similar (as are the common methods and approaches), the developments in each of these areas have happened mostly individually within the respective community and without closer relationships to the goings-on in the other two disciplines. In order to overcome this gap and to provide a common platform for interaction and exchange between the different directions, the International Workshops on “Computational Creativity, Concept Invention, and General Intelligence” (C3GI) have been started. At ECAI-2012 and IJCAI-2013, the first and second edition of C3GI each gathered researchers from all three fields, presenting recent developments and results from their research and in dialogue and joint debates bridging the disciplinary boundaries. The chapters contained in this book are based on expanded versions of accepted contributions to the workshops and additional selected contributions by renowned researchers in the relevant fields. Individually, they give an account of the state-of-the-art in their respective area, discussing both, theoretical approaches as well as implemented systems. When taken together and looked at from an integrative perspective, the book in its totality offers a starting point for a (re)integration of Computational Creativity, Concept Invention, and General Intelligence, making visible common lines of work and theoretical underpinnings, and pointing at chances and opportunities arising from the interplay of the three fields.

Author : Ronald A. Finke
Publisher : MIT Press
ISBN 13 : 0262560968
Total Pages : 255 pages
Book Rating : 4.62/5 ( download)

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Download or read book Creative Cognition written by Ronald A. Finke and published by MIT Press. This book was released on 1996-01-05 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Creative Cognition combines original experiments with existing work in cognitive psychology to provide the first explicit account of the cognitive processes and structures that contribute to creative thinking and discovery. Creative Cognition combines original experiments with existing work in cognitive psychology to provide the first explicit account of the cognitive processes and structures that contribute to creative thinking and discovery. In separate chapters, the authors take up visualization, concept formation, categorization, memory retrieval, and problem solving. They describe novel experimental methods for studying creative cognitive processes under controlled laboratory conditions, along with techniques that can be used to generate many different types of inventions and concepts. Unlike traditional approaches, Creative Cognition considers creativity as a product of numerous cognitive processes, each of which helps to set the stage for insight and discovery. It identifies many of these processes as well as general principles of creative cognition that can be applied across a variety of different domains, with examples in artificial intelligence, engineering design, product development, architecture, education, and the visual arts. Following a summary of previous approaches to creativity, the authors present a theoretical model of the creative process. They review research involving an innovative imagery recombination technique, developed by Finke, that clearly demonstrates that creative inventions can be induced in the laboratory. They then describe experiments in category learning that support the provocative claim that the factors constraining category formation similarly constrain imagination and illustrate the role of various memory processes and other strategies in creative problem solving.

Author : Margaret A. Boden
Publisher : Oxford University Press
ISBN 13 : 019954316X
Total Pages : 789 pages
Book Rating : 4.68/5 ( download)

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Download or read book Mind as Machine written by Margaret A. Boden and published by Oxford University Press. This book was released on 2008-06-19 with total page 789 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. The quest to understand the mind is as old as recorded human thought; but the progress of modern science has offered new methods and techniques which have revolutionized this enquiry. Oxford University Press now presents a masterful history of cognitive science, told by one of its most eminent practitioners. Cognitive science is the project of understanding the mind by modeling its workings. Psychology is its heart, but it draws together various adjoining fields of research, including artificial intelligence; neuroscientific study of the brain; philosophical investigation of mind, language, logic, and understanding; computational work on logic and reasoning; linguistic research on grammar, semantics, and communication; and anthropological explorations of human similarities and differences. Each discipline, in its own way, asks what the mind is, what it does, how it works, how it developed - how it is even possible. The key distinguishing characteristic of cognitive science, Boden suggests, compared with older ways of thinking about the mind, is the notion of understanding the mind as a kind of machine. She traces the origins of cognitive science back to Descartes's revolutionary ideas, and follows the story through the eighteenth and nineteenth centuries, when the pioneers of psychology and computing appear. Then she guides the reader through the complex interlinked paths along which the study of the mind developed in the twentieth century. Cognitive science, in Boden's broad conception, covers a wide range of aspects of mind: not just 'cognition' in the sense of knowledge or reasoning, but emotion, personality, social communication, and even action. In each area of investigation, Boden introduces the key ideas and the people who developed them. No one else could tell this story as Boden can: she has been an active participant in cognitive science since the 1960s, and has known many of the key figures personally. Her narrative is written in a lively, swift-moving style, enriched by the personal touch of someone who knows the story at first hand. Her history looks forward as well as back: it is her conviction that cognitive science today--and tomorrow--cannot be properly understood without a historical perspective. Mind as Machine will be a rich resource for anyone working on the mind, in any academic discipline, who wants to know how our understanding of our mental activities and capacities has developed.

Author : Michael Wheeler
Publisher : MIT Press
ISBN 13 : 9780262232401
Total Pages : 372 pages
Book Rating : 4.05/5 ( download)

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Download or read book Reconstructing the Cognitive World written by Michael Wheeler and published by MIT Press. This book was released on 2005 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: An argument for a non-Cartesian philosophical foundation for cognitive science that combines elements of Heideggerian phenomenology, a dynamical systems approach to cognition, and insights from artificial intelligence-related robotics.

Author : J.H. Fetzer
Publisher : Springer Science & Business Media
ISBN 13 : 9401009732
Total Pages : 334 pages
Book Rating : 4.37/5 ( download)

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Download or read book Computers and Cognition: Why Minds are not Machines written by J.H. Fetzer and published by Springer Science & Business Media. This book was released on 2013-03-07 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: An important collection of studies providing a fresh and original perspective on the nature of mind, including thoughtful and detailed arguments that explain why the prevailing paradigm - the computational conception of language and mentality - can no longer be sustained. An alternative approach is advanced, inspired by the work of Charles S. Peirce, according to which minds are sign-using (or `semiotic') systems, which in turn generates distinctions between different kinds of minds and overcomes problems that burden more familiar alternatives. Unlike conceptions of minds as machines, this novel approach has obvious evolutionary implications, where differences in semiotic abilities tend to distinguish the species. From this point of view, the scope and limits of computer and AI systems can be more adequately appraised and alternative accounts of consciousness and cognition can be more thoroughly criticised. Readership: Intermediate and advanced students of computer science, AI, cognitive science, and all students of the philosophy of the mind.

Author : Virginio Cantoni
Publisher : Springer Science & Business Media
ISBN 13 : 9780306462917
Total Pages : 258 pages
Book Rating : 4.15/5 ( download)

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Download or read book Human and Machine Perception 2 written by Virginio Cantoni and published by Springer Science & Business Media. This book was released on 1999-09-30 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: The following are the proceedings of the Third International Workshop on Human and Machine Perception held in Pavia, Italy, on September 14 -17, 1998. This edition has been under the auspices of two Institutions: the Cybernetic and Biophysics Group (GNCB) of the Italian National Research Council (CNR), the Centro Interdipartimentale di Scienze Cognitive, of Pavia University and the Centro Interdipartimentale Tecnologie della Conoscenza, of Palermo University. A wide spectrum of topics is covered in this series, ranging from computer perception to psychology and physiology of perception, for analysing and comparing biological and artificial approaches. The theme of this workshop was focused on "Emergence, Attention and Creativity". The workshop structure consisted of five modules each one composed of two invited lectures (dealing with solutions in nature and machines respectively) and a panel discussion. The lectures focused on presenting the state-of-the-art and outlining open questions. In particular, they sought to stress links, suggesting possible synergies between different cultural areas. The panel discussion was conceived as a forum for an open debate, briefly introduced by each panellist, and mainly aimed at deeper investigation for the different approaches and strictly related topics. The panellists were asked to prepare a few statements on hot-points, which were delivered in advance to the participants as a guide for a qualified discussion.

Author : Steven M. Smith
Publisher : MIT Press
ISBN 13 : 9780262193542
Total Pages : 374 pages
Book Rating : 4.4X/5 ( download)

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Download or read book The Creative Cognition Approach written by Steven M. Smith and published by MIT Press. This book was released on 1995 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Surveys the studies and theoretical views of prominent researchers in the areas of problem solving, concept formation, and thinking. Contributors cover a wide range of approaches that play a role in creative cognition, from associationism, to Gestalt, to computational approaches. Topics include dreams, intuition, the use of prior knowledge in creative thinking, insight versus analytic problem solving, and visual and computational processes in creative cognition. Annotation c. by Book News, Inc., Portland, Or.