Cognition And The Creative Machine
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Cognition And The Creative Machine
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Author : Ana-Maria Oltețeanu
language : en
Publisher: Springer Nature
Release Date : 2020-05-23
Cognition And The Creative Machine written by Ana-Maria Oltețeanu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-23 with Computers categories.
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.
Artificial Intelligence And Creativity
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Author : T. Dartnall
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17
Artificial Intelligence And Creativity written by T. Dartnall and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Psychology categories.
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.
Creativity Cognition And Knowledge
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Author : Terry Dartnall
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2002-06-30
Creativity Cognition And Knowledge written by Terry Dartnall and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-06-30 with Psychology categories.
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.
Computational Creativity Research Towards Creative Machines
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Author : Tarek R. Besold
language : en
Publisher: Springer
Release Date : 2014-12-04
Computational Creativity Research Towards Creative Machines written by Tarek R. Besold and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-04 with Computers categories.
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.
Creative Cognition
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Author : Ronald A. Finke
language : en
Publisher: MIT Press
Release Date : 1996-01-05
Creative Cognition written by Ronald A. Finke and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-01-05 with Psychology categories.
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.
Human And Machine Perception 2
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Author : Virginio Cantoni
language : en
Publisher: Springer Science & Business Media
Release Date : 1999-09-30
Human And Machine Perception 2 written by Virginio Cantoni and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-09-30 with Computers categories.
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.
The Creative Cognition Approach
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Author : Steven M. Smith
language : en
Publisher: MIT Press
Release Date : 1995
The Creative Cognition Approach written by Steven M. Smith and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Psychology categories.
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.
Creativity And Reason In Cognitive Development
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Author : James C. Kaufman
language : en
Publisher: Cambridge University Press
Release Date : 2006-05-29
Creativity And Reason In Cognitive Development written by James C. Kaufman and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-05-29 with Psychology categories.
To what extent do creativity and imagination decline in childhood? What factors might influence a decline? Theories of cognitive development show only uni-directional progress (although theorists may disagree whether such progress occurs steadily in small continuous improvements or comes in stages separated by plateaus during which developmental gains are consolidated). Declines in levels of skill are quite uncommon, yet many have observed just such an unusual pattern with regard to the development of creativity and of the imagination. Is there something about the development of one kind of thinking that undermines imaginative and creative thinking? Is it perhaps the process of schooling itself, with its focus on the acquisition of knowledge and the production of correct (rather than imaginative) answers, which promotes this decline? This book explores these questions from a variety of perspectives. Essays from psychologists and educators from diverse backgrounds discuss the relationships among creativity, reason, and knowledge.
The Creative Mind
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Author : Margaret A. Boden
language : en
Publisher: Routledge
Release Date : 2004-02-24
The Creative Mind written by Margaret A. Boden and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-02-24 with Philosophy categories.
How is it possible to think new thoughts? What is creativity and can science explain it? And just how did Coleridge dream up the creatures of The Ancient Mariner? When The Creative Mind: Myths and Mechanisms was first published, Margaret A. Boden's bold and provocative exploration of creativity broke new ground. Boden uses examples such as jazz improvisation, chess, story writing, physics, and the music of Mozart, together with computing models from the field of artificial intelligence to uncover the nature of human creativity in the arts. The second edition of The Creative Mind has been updated to include recent developments in artificial intelligence, with a new preface, introduction and conclusion by the author. It is an essential work for anyone interested in the creativity of the human mind.
Creativity Cognition
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Author :
language : en
Publisher:
Release Date : 2005
Creativity Cognition written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Creative ability categories.