Connectionist Representations of Tonal Music: Discovering Musical Patterns by Interpreting Artifical Neural Networks - Tapa blanda
Sinopsis
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 of four different 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 networks is provided for each case study which together demonstrate that focusing on the internal structure of trained networks could yield important contributions to the field of music cognition.
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Acerca del autor
Michael R. W. Dawson is professor of psychology at the University of Alberta and the author of Understanding Cognitive Science (1998), Minds and Machines (2004), Connectionism: A Hands-on Approach (2005), From Bricks to Brains: The Embodied Cognitive Science of LEGO Robots (2010), and Mind, Body, World: Foundatiosn of Cognitive Science (2013).
"Sobre este título" puede pertenecer a otra edición de este libro.
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Connectionist Representations of Tonal Music
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MN - University of British Columbia Press, 2018
ISBN 10: 1771992204
ISBN 13: 9781771992206
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Paperback. Condición: new. Paperback. 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 of four different 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 networks is provided for each case study which together demonstrate that focusing on the internal structure of trained networks could yield important contributions to the field of music cognition. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9781771992206
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Connectionist Representations of Tonal Music
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Paperback. Condición: New. 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 of four different 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 networks is provided for each case study which together demonstrate that focusing on the internal structure of trained networks could yield important contributions to the field of music cognition. Nº de ref. del artículo: LU-9781771992206
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Connectionist Representations of Tonal Music: Discovering Musical Patterns by Interpreting Artifical Neural Networks (eng)
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Connectionist Representations of Tonal Music: Discovering Musical Patterns by Interpreting Artifical Neural Networks
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Connectionist Representations of Tonal Music: Discovering Musical Patterns by Interpreting Artifical Neural Networks
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ISBN 13: 9781771992206
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