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Connectionist Representations of Tonal Music
Discovering Musical Patterns by Interpreting Artifical Neural Networks
Athabasca University Press
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.
From Bricks to Brains
The Embodied Cognitive Science of LEGO Robots
Athabasca University Press
From Bricks to Brains introduces embodied cognitive science and illustrates its foundational ideas through the construction and observation of LEGO Mindstorms robots.
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