Neural Assemblies
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Neural Assemblies
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Author : Günther Palm
language : en
Publisher: Springer Nature
Release Date : 2022-07-28
Neural Assemblies written by Günther Palm and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-28 with Medical categories.
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.
Neural Assemblies
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Author : G. Palm
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Neural Assemblies written by G. Palm 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 2012-12-06 with Science categories.
You can't tell how deep a puddle is until you step in it. When I am asked about my profession, I have two ways of answering. If I want a short discussion, I say that I am a mathematician; if I want a long discussion, I say that I try to understand how the human brain works. A long discussion often leads to further questions: What does it mean to understand "how the brain works"? Does it help to be trained in mathematics when you try to understand the brain, and what kind of mathematics can help? What makes a mathematician turn into a neuroscientist? This may lead into a metascientific discussion which I do not like par ticularly because it is usually too far off the ground. In this book I take quite a different approach. I just start explaining how I think the brain works. In the course of this explanation my answers to the above questions will become clear to the reader, and he will perhaps learn some facts about the brain and get some insight into the construc tions of artificial intelligence.
Rethinking Neural Networks
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Author : John Carew Eccles
language : en
Publisher: Psychology Press
Release Date : 1993
Rethinking Neural Networks written by John Carew Eccles and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
First Published in 1993. Routledge is an imprint of Taylor & Francis, an informa company.
Neural Information Processing
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Author : Nikil R. Pal
language : en
Publisher: Springer
Release Date : 2004-10-29
Neural Information Processing written by Nikil R. Pal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-10-29 with Computers categories.
It is our great pleasure to welcome you to the 11th International Conference on Neural Information Processing (ICONIP 2004) to be held in Calcutta. ICONIP 2004 is organized jointly by the Indian Statistical Institute (ISI) and Jadavpur University (JU). We are con?dent that ICONIP 2004, like the previous conf- ences in this series,will providea forum for fruitful interactionandthe exchange of ideas between the participants coming from all parts of the globe. ICONIP 2004 covers all major facets of computational intelligence, but, of course, with a primary emphasis on neural networks. We are sure that this meeting will be enjoyable academically and otherwise. We are thankful to the track chairs and the reviewers for extending their support in various forms to make a sound technical program. Except for a few cases, where we could get only two review reports, each submitted paper was reviewed by at least three referees, and in some cases the revised versions were againcheckedbythereferees. Wehad470submissionsanditwasnotaneasytask for us to select papers for a four-day conference. Because of the limited duration of the conference, based on the review reports we selected only about 40% of the contributed papers. Consequently, it is possible that some good papers are left out. We again express our sincere thanks to all referees for accomplishing a great job. In addition to 186 contributed papers, the proceedings includes two plenary presentations, four invited talks and 18 papers in four special sessions. The proceedings is organized into 26 coherent topical groups.
Artificial Neural Networks And Neural Information Processing Icann Iconip 2003
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Author : Okyay Kaynak
language : en
Publisher: Springer
Release Date : 2003-08-03
Artificial Neural Networks And Neural Information Processing Icann Iconip 2003 written by Okyay Kaynak and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-03 with Computers categories.
The refereed proceedings of the Joint International Conference on Artificial Neural Networks and International Conference on Neural Information Processing, ICANN/ICONIP 2003, held in Istanbul, Turkey, in June 2003. The 138 revised full papers were carefully reviewed and selected from 346 submissions. The papers are organized in topical sections on learning algorithms, support vector machine and kernel methods, statistical data analysis, pattern recognition, vision, speech recognition, robotics and control, signal processing, time-series prediction, intelligent systems, neural network hardware, cognitive science, computational neuroscience, context aware systems, complex-valued neural networks, emotion recognition, and applications in bioinformatics.
Artificial Neural Networks Icann 2006
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Author : Stefanos Kollias
language : en
Publisher: Springer Science & Business Media
Release Date : 2006
Artificial Neural Networks Icann 2006 written by Stefanos Kollias 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 2006 with Artificial intelligence categories.
Computers And Creativity
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Author : Jon McCormack
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-08-21
Computers And Creativity written by Jon McCormack 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 2012-08-21 with Computers categories.
This interdisciplinary volume introduces new theories and ideas on creativity from the perspectives of science and art. Featuring contributions from leading researchers, theorists and artists working in artificial intelligence, generative art, creative computing, music composition, and cybernetics, the book examines the relationship between computation and creativity from both analytic and practical perspectives. Each contributor describes innovative new ways creativity can be understood through, and inspired by, computers. The book tackles critical philosophical questions and discusses the major issues raised by computational creativity, including: whether a computer can exhibit creativity independently of its creator; what kinds of creativity are possible in light of our knowledge from computational simulation, artificial intelligence, evolutionary theory and information theory; and whether we can begin to automate the evaluation of aesthetics and creativity in silico. These important, often controversial questions are contextualised by current thinking in computational creative arts practice. Leading artistic practitioners discuss their approaches to working creatively with computational systems in a diverse array of media, including music, sound art, visual art, and interactivity. The volume also includes a comprehensive review of computational aesthetic evaluation and judgement research, alongside discussion and insights from pioneering artists working with computation as a creative medium over the last fifty years. A distinguishing feature of this volume is that it explains and grounds new theoretical ideas on creativity through practical applications and creative practice. Computers and Creativity will appeal to theorists, researchers in artificial intelligence, generative and evolutionary computing, practicing artists and musicians, students and any reader generally interested in understanding how computerscan impact upon creativity. It bridges concepts from computer science, psychology, neuroscience, visual art, music and philosophy in an accessible way, illustrating how computers are fundamentally changing what we can imagine and create, and how we might shape the creativity of the future. Computers and Creativity will appeal to theorists, researchers in artificial intelligence, generative and evolutionary computing, practicing artists and musicians, students and any reader generally interested in understanding how computers can impact upon creativity. It bridges concepts from computer science, psychology, neuroscience, visual art, music and philosophy in an accessible way, illustrating how computers are fundamentally changing what we can imagine and create, and how we might shape the creativity of the future.
Encyclopedia Of Microcomputers
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Author : Allen Kent
language : en
Publisher: CRC Press
Release Date : 2000-06-30
Encyclopedia Of Microcomputers written by Allen Kent and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-06-30 with Computers categories.
This encyclopaedia covers An Algorithm for Abductive Inference in Artificial Intelligence to Web Financial Information System Server.
Philosophy Neuroscience And Consciousness
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Author : Rex Welshon
language : en
Publisher: Routledge
Release Date : 2016-09-17
Philosophy Neuroscience And Consciousness written by Rex Welshon and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-17 with Philosophy categories.
Explaining consciousness is one of the last great unanswered scientific and philosophical problems. Immediately known, familiar and obvious, consciousness is also baffling, opaque and strange. This introduction to the problems posed by consciousness discusses the most important work of cognitive science, neurophysiology and philosophy of mind of the past thirty years and presents an up to date assessment of the issues and debates. The reader is first introduced to the way that consciousness has been thought about in the history of philosophy and psychology. The author then presents an informal and largely non-technical account of the properties of consciousness that are thought to be the most paradigmatic and problematic. Recent scientific work on consciousness, from neurophysiological studies of the brain and evolutionary studies of the development of consciousness to computational theories of the mind are then examined and the philosophical problems that these accounts raise are systematically introduced. The final chapters of the book consider more practical matters by addressing self-deception, neuroses, the unconscious and notions of the self, before concluding with an assessment of the future for psychology and the philosophy of mind.
Cognition And The Brain
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Author : Andrew Brook
language : en
Publisher: Cambridge University Press
Release Date : 2005-09-12
Cognition And The Brain written by Andrew Brook 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 2005-09-12 with Medical categories.
An up to date and comprehensive overview of the philosophy and neuroscience movement. At the heart of the movement is the conviction that basic questions about human cognition can be answered only by a philosophically sophisticated grasp of neuroscience's insights into the processing of information by the human brain.