Connectionist Representations Of Tonal Music

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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.

Proceedings of the 1993 Connectionist Models Summer School

Author : Michael C. Mozer
Publisher : Psychology Press
ISBN 13 : 1317780531
Total Pages : 424 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Proceedings of the 1993 Connectionist Models Summer School by : Michael C. Mozer

Download or read book Proceedings of the 1993 Connectionist Models Summer School written by Michael C. Mozer and published by Psychology Press. This book was released on 2014-03-05 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: The result of the 1993 Connectionist Models Summer School, the papers in this volume exemplify the tremendous breadth and depth of research underway in the field of neural networks. Although the slant of the summer school has always leaned toward cognitive science and artificial intelligence, the diverse scientific backgrounds and research interests of accepted students and invited faculty reflect the broad spectrum of areas contributing to neural networks, including artificial intelligence, cognitive science, computer science, engineering, mathematics, neuroscience, and physics. Providing an accurate picture of the state of the art in this fast-moving field, the proceedings of this intense two-week program of lectures, workshops, and informal discussions contains timely and high-quality work by the best and the brightest in the neural networks field.

Modeling Communication with Robots and Virtual Humans

Author : Ipke Wachsmuth
Publisher : Springer Science & Business Media
ISBN 13 : 3540790365
Total Pages : 344 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Modeling Communication with Robots and Virtual Humans by : Ipke Wachsmuth

Download or read book Modeling Communication with Robots and Virtual Humans written by Ipke Wachsmuth and published by Springer Science & Business Media. This book was released on 2008-04-03 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embodied agents play an increasingly important role in cognitive interaction technology. The two main types of embodied agents are virtual humans inhabiting simulated environments and humanoid robots inhabiting the real world. So far research on embodied communicative agents has mainly explored their potential for practical applications. However, the design of communicative artificial agents can also be of great heuristic value for the scientific study of communication. It allows researchers to isolate, implement, and test essential properties of inter-agent communications in operational models. Modeling communication with robots and virtual humans thus involves the vision of using communicative machines as research tools. Artificial systems that reproduce certain aspects of natural, multimodal communication help to elucidate the internal mechanisms that give rise to different aspects of communication. In short, constructing embodied agents who are able to communicate may help us to understand the principles of human communication. As a comprehensive theme, “Embodied Communication in Humans and Machines” was taken up by an international research group hosted by Bielefeld University’s Center for Interdisciplinary Research (ZiF – Zentrum für interdisziplinäre Forschung) from October 2005 through September 2006. The overarching goal of this research year was to develop an integrated perspective of embodiment in communication, establishing bridges between lower-level, sensorimotor functions and a range of higher-level, communicative functions involving language and bodily action. The present volume grew out of a workshop that took place during April 5–8, 2006 at the ZiF as a part of the research year on embodied communication.

Music, Mind and Structure

Author : Eric Clarke
Publisher : Taylor & Francis
ISBN 13 : 9783718648795
Total Pages : 252 pages
Book Rating : 4.6/5 (487 download)

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Book Synopsis Music, Mind and Structure by : Eric Clarke

Download or read book Music, Mind and Structure written by Eric Clarke and published by Taylor & Francis. This book was released on 1989 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 1989. Routledge is an imprint of Taylor & Francis, an informa company.

Music and the Cognitive Sciences

Author : Stephen McAdams
Publisher : Taylor & Francis
ISBN 13 : 9783718649532
Total Pages : 492 pages
Book Rating : 4.6/5 (495 download)

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Book Synopsis Music and the Cognitive Sciences by : Stephen McAdams

Download or read book Music and the Cognitive Sciences written by Stephen McAdams and published by Taylor & Francis. This book was released on 1989 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

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.

Research Handbook on Intellectual Property and Artificial Intelligence

Author : Ryan Abbott
Publisher : Edward Elgar Publishing
ISBN 13 : 1800881908
Total Pages : 499 pages
Book Rating : 4.8/5 (8 download)

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Book Synopsis Research Handbook on Intellectual Property and Artificial Intelligence by : Ryan Abbott

Download or read book Research Handbook on Intellectual Property and Artificial Intelligence written by Ryan Abbott and published by Edward Elgar Publishing. This book was released on 2022-12-13 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: This incisive Handbook offers novel theoretical and doctrinal insights alongside practical guidance on some of the most challenging issues in the field of artificial intelligence and intellectual property. Featuring all original contributions from a diverse group of international thought leaders, including top academics, judges, regulators and eminent practitioners, it offers timely perspectives and research on the relationship of AI to copyright, trademark, design, patent and trade secret law.

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

Open Data Structures

Author : Pat Morin
Publisher : Athabasca University Press
ISBN 13 : 1927356385
Total Pages : 336 pages
Book Rating : 4.9/5 (273 download)

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Book Synopsis Open Data Structures by : Pat Morin

Download or read book Open Data Structures written by Pat Morin and published by Athabasca University Press. This book was released on 2013 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- Array-based lists -- Linked lists -- Skiplists -- Hash tables -- Binary trees -- Random binary search trees -- Scapegoat trees -- Red-black trees -- Heaps -- Sorting algorithms -- Graphs -- Data structures for integers -- External memory searching.

Music and Artificial Intelligence

Author : Christina Anagnostopoulou
Publisher : Springer
ISBN 13 : 3540457224
Total Pages : 228 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Music and Artificial Intelligence by : Christina Anagnostopoulou

Download or read book Music and Artificial Intelligence written by Christina Anagnostopoulou and published by Springer. This book was released on 2003-08-02 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Music and Artificial Intelligence, ICMAI 2002, held in Edinburgh, Scotland, UK in September 2002.The 16 revised full papers presented together with abstracts of 2 invited talks were carefully reviewed and selected for inclusion in the proceedings. Among the topics addressed are parsing for music and language, patterns in music, musical pattern recognition, visualisation, sound classification, tonal structure representation, musical learning systems, pattern analysis, musical perception, melodic segmentation, and time series analysis.

Computer Music Modeling and Retrieval. Sense of Sounds

Author : Richard Kronland-Martinet
Publisher : Springer
ISBN 13 : 354085035X
Total Pages : 519 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Computer Music Modeling and Retrieval. Sense of Sounds by : Richard Kronland-Martinet

Download or read book Computer Music Modeling and Retrieval. Sense of Sounds written by Richard Kronland-Martinet and published by Springer. This book was released on 2008-07-19 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Computer Music Modeling and Retrieval Symposium, CMMR 2007, held in Copenhagen, Denmark, in August 2007 jointly with the International Computer Music Conference 2007, ICMC 2007. The 33 revised full papers presented were carefully selected during two rounds of reviewing and improvement. Due to the interdisciplinary nature of the area, the papers address a broad variety of topics in computer science and engineering areas such as information retrieval, programming, human computer interaction, digital libraries, hypermedia, artificial intelligence, acoustics, signal processing, etc. CMMR 2007 has put special focus on the Sense of Sounds from the synthesis and retrieval point of view. This theme is pluridisciplinary by nature and associates the fields of sound modeling by analysis, synthesis, perception and cognition.

Mind, Body, World

Author : Michael R. W. Dawson
Publisher : Athabasca University Press
ISBN 13 : 1927356172
Total Pages : 506 pages
Book Rating : 4.9/5 (273 download)

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Book Synopsis Mind, Body, World by : Michael R. W. Dawson

Download or read book Mind, Body, World written by Michael R. W. Dawson and published by Athabasca University Press. This book was released on 2013 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive science arose in the 1950s when it became apparent that a number of disciplines, including psychology, computer science, linguistics, and philosophy, were fragmenting. Perhaps owing to the field's immediate origins in cybernetics, as well as to the foundational assumption that cognition is information processing, cognitive science initially seemed more unified than psychology. However, as a result of differing interpretations of the foundational assumption and dramatically divergent views of the meaning of the term information processing, three separate schools emerged: classical cognitive science, connectionist cognitive science, and embodied cognitive science. Examples, cases, and research findings taken from the wide range of phenomena studied by cognitive scientists effectively explain and explore the relationship among the three perspectives. Intended to introduce both graduate and senior undergraduate students to the foundations of cognitive science, Mind, Body, World addresses a number of questions currently being asked by those practicing in the field: What are the core assumptions of the three different schools? What are the relationships between these different sets of core assumptions? Is there only one cognitive science, or are there many different cognitive sciences? Giving the schools equal treatment and displaying a broad and deep understanding of the field, Dawson highlights the fundamental tensions and lines of fragmentation that exist among the schools and provides a refreshing and unifying framework for students of cognitive science.

The Psychology of Music

Author : Diana Deutsch
Publisher : Gulf Professional Publishing
ISBN 13 : 9780122135651
Total Pages : 838 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis The Psychology of Music by : Diana Deutsch

Download or read book The Psychology of Music written by Diana Deutsch and published by Gulf Professional Publishing. This book was released on 1999 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: On interpreting musical phenomena in terms of mental function

What Is Cognitive Psychology?

Author : Michael R. W. Dawson
Publisher : Athabasca University Press
ISBN 13 : 1771993421
Total Pages : 200 pages
Book Rating : 4.7/5 (719 download)

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Book Synopsis What Is Cognitive Psychology? by : Michael R. W. Dawson

Download or read book What Is Cognitive Psychology? written by Michael R. W. Dawson and published by Athabasca University Press. This book was released on 2022-08-08 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Cognitive Psychology? identifies the theoretical foundations of cognitive psychology—foundations which have received very little attention in modern textbooks. Beginning with the basics of information processing, Michael R. W. Dawson explores what experimental psychologists infer about these processes and considers what scientific explanations are required when we assume cognition is rule-governed symbol manipulation. From these foundations, psychologists can identify the architecture of cognition and better understand its role in debates about its true nature. This volume offers a deeper understanding of cognitive psychology and presents ideas for integrating traditional cognitive psychology with more modern fields like cognitive neuroscience.

Intelligent Music Information Systems: Tools and Methodologies

Author : Shen, Jialie
Publisher : IGI Global
ISBN 13 : 1599046652
Total Pages : 379 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Intelligent Music Information Systems: Tools and Methodologies by : Shen, Jialie

Download or read book Intelligent Music Information Systems: Tools and Methodologies written by Shen, Jialie and published by IGI Global. This book was released on 2007-08-31 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern technology and the development of user-centric applications have grown to encompass many of our everyday routines and interests. Such advances in music data management and information retrieval techniques have crossed the boundaries of expertise from researchers to developers to professionals in the music industry. Intelligent Music Information Systems: Tools and Methodologies provides comprehensive description and analysis into the use of music information retrieval from the data management perspective, and thus provides libraries in academic, commercial, and other settings with a complete reference for multimedia system applications.

Oxford Handbook of Music Psychology

Author : Susan Hallam
Publisher : Oxford University Press
ISBN 13 : 0199604975
Total Pages : 600 pages
Book Rating : 4.1/5 (996 download)

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Book Synopsis Oxford Handbook of Music Psychology by : Susan Hallam

Download or read book Oxford Handbook of Music Psychology written by Susan Hallam and published by Oxford University Press. This book was released on 2009 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The Oxford Handbook of Music Psychology' is the definitive, comprehensive, and authoritative text on this burgeoning field. With contributions from over 50 experts in the field, the range and depth of coverage is unequalled. It will be an essential resource for students and researchers in psychology.