Music And Connectionism

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Music and Connectionism

Author : Peter M. Todd
Publisher : MIT Press
ISBN 13 : 9780262200813
Total Pages : 292 pages
Book Rating : 4.2/5 (8 download)

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Book Synopsis Music and Connectionism by : Peter M. Todd

Download or read book Music and Connectionism written by Peter M. Todd and published by MIT Press. This book was released on 1991 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation As one of our highest expressions of thought and creativity, music has always been a difficult realm to capture, model, and understand. The connectionist paradigm, now beginning to provide insights into many realms of human behavior, offers a new and unified viewpoint from which to investigate the subtleties of musical experience. Music and Connectionism provides a fresh approach to both fields, using the techniques of connectionism and parallel distributed processing to look at a wide range of topics in music research, from pitch perception to chord fingering to composition.The contributors, leading researchers in both music psychology and neural networks, address the challenges and opportunities of musical applications of network models. The result is a current and thorough survey of the field that advances understanding of musical phenomena encompassing perception, cognition, composition, and performance, and in methods for network design and analysis.Peter M. Todd is a doctoral candidate in the PDP Research Group of the Psychology Department at Stanford University. Gareth Loy is an award-winning composer, a lecturer in the Music Department of the University of California, San Diego, and a member of the technical staff of Frox Inc.Contributors. Jamshed J. Bharucha. Peter Desain. Mark Dolson. Robert Gjerclingen. Henkjan Honing. B. Keith Jenkins. Jacqueline Jons. Douglas H. Keefe. Tuevo Kohonen. Bernice Laden. Pauli Laine. Otto Laske. Marc Leman. J. P. Lewis. Christoph Lischka. D. Gareth Loy. Ben Miller. Michael Mozer. Samir I. Sayegh. Hajime Sano. Todd Soukup. Don Scarborough. Kalev Tiits. Peter M. Todd. Kari Torkkola.

Connectionist Representations of Tonal Music

Author : Michael R. W. Dawson
Publisher : Athabasca University Press
ISBN 13 : 1771992204
Total Pages : 312 pages
Book Rating : 4.7/5 (719 download)

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Book Synopsis Connectionist Representations of Tonal Music by : Michael R. W. Dawson

Download or read book Connectionist Representations of Tonal Music written by Michael R. W. Dawson and published by Athabasca University Press. This book was released on 2018-03-13 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Previously, artificial neural networks have been used to capture only the informal properties of music. However, cognitive scientist Michael Dawson found that by training artificial neural networks to make basic judgments concerning tonal music, such as identifying the tonic of a scale or the quality of a musical chord, the networks revealed formal musical properties that differ dramatically from those typically presented in music theory. For example, where Western music theory identifies twelve distinct notes or pitch-classes, trained artificial neural networks treat notes as if they belong to only three or four pitch-classes, a wildly different interpretation of the components of tonal music. Intended to introduce readers to the use of artificial neural networks in the study of music, this volume contains numerous case studies and research findings that address problems related to identifying scales, keys, classifying musical chords, and learning jazz chord progressions. A detailed analysis of the internal structure of trained networks could yield important contributions to the field of music cognition.

Musical Networks

Author : Niall Griffith
Publisher : MIT Press
ISBN 13 : 9780262071819
Total Pages : 422 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Musical Networks by : Niall Griffith

Download or read book Musical Networks written by Niall Griffith and published by MIT Press. This book was released on 1999 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the most up-to-date collection of neural network models of music and creativity gathered together in one place. Chapters by leaders in the field cover new connectionist models of pitch perception, tonality, musical streaming, sequential and hierarchical melodic structure, composition, harmonization, rhythmic analysis, sound generation, and creative evolution. The collection combines journal papers on connectionist modeling, cognitive science, and music perception with new papers solicited for this volume. It also contains an extensive bibliography of related work. Contributors Shumeet Baluja, M.I. Bellgard, Michael A. Casey, Garrison W. Cottrell, Peter Desain, Robert O. Gjerdingen, Mike Greenhough, Niall Griffith, Stephen Grossberg, Henkjan Honing, Todd Jochem, Bruce F. Katz, John F. Kolen, Edward W. Large, Michael C. Mozer, Michael P.A. Page, Caroline Palmer, Jordan B. Pollack, Dean Pomerleau, Stephen W. Smoliar, Ian Taylor, Peter M. Todd, C.P. Tsang, Gregory M. Werner

Readings in Music and Artificial Intelligence

Author : Eduardo Reck Miranda
Publisher : Routledge
ISBN 13 : 113665285X
Total Pages : 319 pages
Book Rating : 4.1/5 (366 download)

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Book Synopsis Readings in Music and Artificial Intelligence by : Eduardo Reck Miranda

Download or read book Readings in Music and Artificial Intelligence written by Eduardo Reck Miranda and published by Routledge. This book was released on 2013-10-28 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interplay between emotional and intellectual elements feature heavily in the research of a variety of scientific fields, including neuroscience, the cognitive sciences and artificial intelligence (AI). This collection of key introductory texts by top researchers worldwide is the first study which introduces the subject of artificial intelligence and music to beginners. Eduardo Reck Miranda received a Ph.D. in music and artificial intelligence from the University of Edinburgh, Scotland. He has published several research papers in major international journals and his compositions have been performed worldwide. Also includes 57 musical examples.

Connectionist Models of Musical Thinking

Author : Harold E. Fiske
Publisher : Lewiston, N.Y. ; Queenston, Ont. : E. Mellen Press
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Connectionist Models of Musical Thinking by : Harold E. Fiske

Download or read book Connectionist Models of Musical Thinking written by Harold E. Fiske and published by Lewiston, N.Y. ; Queenston, Ont. : E. Mellen Press. This book was released on 2004 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the past decade, Fiske (music, U. of Western Ontario) has been using neural network models to test his theory that musical thinking can be described as a hierarchy of progressively more intricate pattern-comparison activity, and that the resulting musical realizations are limited to only three cognitive category types. He describes the development of his theory, several related experimental studies, and the neural network models he uses to test the theory. Neural network methodology can seem daunting, he admits, so he has tried to keep technical descriptions to a minimum in order to highlight his main goal: to describe and test a set of principles that appear to represent the foundation of musical understanding. Annotation : 2004 Book News, Inc., Portland, OR (booknews.com).

Language and Music as Cognitive Systems

Author : Patrick Rebuschat
Publisher : Oxford University Press
ISBN 13 : 0199553424
Total Pages : 357 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Language and Music as Cognitive Systems by : Patrick Rebuschat

Download or read book Language and Music as Cognitive Systems written by Patrick Rebuschat and published by Oxford University Press. This book was released on 2012 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past 15 years have witnessed an increasing interest in the comparative study of language and music as cognitive systems. This book presents an interdisciplinary study of language and music, exploring the following core areas - structural comparisons, evolution, learning and processing, and neuroscience.

The Cognitive Neuroscience of Music

Author : Isabelle Peretz
Publisher : OUP Oxford
ISBN 13 : 0191587141
Total Pages : 466 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis The Cognitive Neuroscience of Music by : Isabelle Peretz

Download or read book The Cognitive Neuroscience of Music written by Isabelle Peretz and published by OUP Oxford. This book was released on 2003-07-10 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Music offers a unique opportunity to better understand the organization of the human brain. Like language, music exists in all human societies. Like language, music is a complex, rule-governed activity that seems specific to humans, and associated with a specific brain architecture. Yet unlike most other high-level functions of the human brain - and unlike language - music is a skill at which only a minority of people become proficient. The study of music as a major brain function has for some time been relatively neglected. Just recently, however, we have witnessed an explosion in research activities on music perception and performance and their correlates in the human brain. This volume brings together an outstanding collection of international authorities - from the fields of music, neuroscience, psychology, and neurology - to describe the amazing advances being made in understanding the complex relationship between music and the brain. Aimed at psychologists and neuroscientists, this is a book that will lay the foundations for a cognitive neuroscience of music.

Connectionist Models of Learning, Development and Evolution

Author : Robert M. French
Publisher : Springer Science & Business Media
ISBN 13 : 1447102819
Total Pages : 327 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Connectionist Models of Learning, Development and Evolution by : Robert M. French

Download or read book Connectionist Models of Learning, Development and Evolution written by Robert M. French and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connectionist Models of Learning, Development and Evolution comprises a selection of papers presented at the Sixth Neural Computation and Psychology Workshop - the only international workshop devoted to connectionist models of psychological phenomena. With a main theme of neural network modelling in the areas of evolution, learning, and development, the papers are organized into six sections: The neural basis of cognition Development and category learning Implicit learning Social cognition Evolution Semantics Covering artificial intelligence, mathematics, psychology, neurobiology, and philosophy, it will be an invaluable reference work for researchers and students working on connectionist modelling in computer science and psychology, or in any area related to cognitive science.

Artificial Neural Networks in Real-life Applications

Author : Juan Ramon Rabunal
Publisher : IGI Global
ISBN 13 : 1591409020
Total Pages : 395 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Artificial Neural Networks in Real-life Applications by : Juan Ramon Rabunal

Download or read book Artificial Neural Networks in Real-life Applications written by Juan Ramon Rabunal and published by IGI Global. This book was released on 2006-01-01 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book offers an outlook of the most recent works at the field of the Artificial Neural Networks (ANN), including theoretical developments and applications of systems using intelligent characteristics for adaptability"--Provided by publisher.

Perception And Cognition Of Music

Author : Irene Deliege
Publisher : Psychology Press
ISBN 13 : 1135472246
Total Pages : 461 pages
Book Rating : 4.1/5 (354 download)

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Book Synopsis Perception And Cognition Of Music by : Irene Deliege

Download or read book Perception And Cognition Of Music written by Irene Deliege and published by Psychology Press. This book was released on 2004-08-02 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text comprises of papers relating to music and mind. It presents a range of approaches from the psychological through the computational, to the musicological.

Advances in Computers

Author :
Publisher : Academic Press
ISBN 13 : 9780080566689
Total Pages : 462 pages
Book Rating : 4.5/5 (666 download)

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Book Synopsis Advances in Computers by :

Download or read book Advances in Computers written by and published by Academic Press. This book was released on 1993-06-07 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computers

Composing Music with Computers

Author : Eduardo Miranda
Publisher : CRC Press
ISBN 13 : 1136120947
Total Pages : 257 pages
Book Rating : 4.1/5 (361 download)

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Book Synopsis Composing Music with Computers by : Eduardo Miranda

Download or read book Composing Music with Computers written by Eduardo Miranda and published by CRC Press. This book was released on 2001-04-27 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focuses on the role of the computer as a generative tool for music composition. Miranda introduces a number of computer music composition techniques ranging from probabilities, formal grammars and fractals, to genetic algorithms, cellular automata and neural computation. Anyone wishing to use the computer as a companion to create music will find this book a valuable resource. As a comprehensive guide with full explanations of technical terms, it is suitable for students, professionals and enthusiasts alike. The accompanying CD-ROM contains examples, complementary tutorials and a number of composition systems for PC and Macintosh platforms, from demonstration versions of commercial programs to exciting, fully working packages developed by research centres world-wide, including Nyquist, Bol Processor, Music Sketcher, SSEYO Koan, Open Music and the IBVA brainwaves control system, among others. This book will be interesting to anyone wishing to use the computer as a companion to create music. It is a comprehensive guide, but the technical terms are explained so it is suitable for students, professionals and enthusiasts alike.

Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence

Author : Wang, Yingxu
Publisher : IGI Global
ISBN 13 : 1605669032
Total Pages : 606 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence by : Wang, Yingxu

Download or read book Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence written by Wang, Yingxu and published by IGI Global. This book was released on 2009-11-30 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive informatics is a multidisciplinary field that acts as the bridge between natural science and information science. Specifically, it investigates the potential applications of information processing and natural intelligence to science and engineering disciplines. This collection, entitled Discoveries and Breakthroughs in Cognitive Informatics and Natural Intelligence, provides emerging research topics in cognitive informatics research with a focus on such topics as reducing cognitive overload, real-time process algebra, and neural networks for iris recognition, emotion recognition in speech, and the classification of musical chords.

Connectionism in Perspective

Author : R. Pfeifer
Publisher : Elsevier
ISBN 13 : 0444598766
Total Pages : 541 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Connectionism in Perspective by : R. Pfeifer

Download or read book Connectionism in Perspective written by R. Pfeifer and published by Elsevier. This book was released on 1989-08-23 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: An evaluation of the merits, potential, and limits of Connectionism, this book also illustrates current research programs and recent trends. Connectionism (also known as Neural Networks) is an exciting new field which has brought together researchers from different areas such as artificial intelligence, computer science, cognitive science, neuroscience, physics, and complex dynamics. These researchers are applying the connectionist paradigm in an interdisciplinary way to the analysis and design of intelligent systems. In this book, researchers from the above-mentioned fields not only report on their most recent research results, but also describe Connectionism from the perspective of their own field, looking at issues such as: - the effects and the utility of Connectionism for their field - the potential and limitations of Connectionism - can it be combined with other approaches?

Connectionist Representations of Tonal Music

Author : Michael Robert William Dawson
Publisher :
ISBN 13 : 9781771992237
Total Pages : pages
Book Rating : 4.9/5 (922 download)

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Book Synopsis Connectionist Representations of Tonal Music by : Michael Robert William Dawson

Download or read book Connectionist Representations of Tonal Music written by Michael Robert William Dawson and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Well-tempered Object

Author : Stephen T. Pope
Publisher : MIT Press
ISBN 13 : 9780262161268
Total Pages : 220 pages
Book Rating : 4.1/5 (612 download)

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Book Synopsis The Well-tempered Object by : Stephen T. Pope

Download or read book The Well-tempered Object written by Stephen T. Pope and published by MIT Press. This book was released on 1991 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Object-oriented programming (OOP) is perhaps the most important new software engineering technology of the past decade and promises to be a key factor in much of the software of the 1990s. This edited collection of articles from Computer Music Journal provides a timely and convenient source of tutorials on OOP languages and software design techniques and surveys a wide range of existing applications of this technology to music and digital signal processing. Included are the popular OOP languages LISP, Smalltalk-80, and Objective-C, and applications such as music description and composition, real-time performance, and digital signal processing.

Transactions on Rough Sets I

Author : James F. Peters
Publisher : Springer Science & Business Media
ISBN 13 : 3540223746
Total Pages : 414 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Transactions on Rough Sets I by : James F. Peters

Download or read book Transactions on Rough Sets I written by James F. Peters and published by Springer Science & Business Media. This book was released on 2004-07-05 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, starting from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. This first volume of the Transactions on Rough Sets opens with an introductory article by Zdzislaw Pawlak, the originator of rough sets. Nine papers deal with rough set theory and eight are devoted to applications in various domains.