Connectionist Representations of Tonal Music: Discovering Musical Patterns by Interpreting Artificial Neural Networks

• Auteur principal: Michael R. W. Dawson (auth)
• Format: Électronique Chapitre de livre
• Langue: anglais
• Publié: Athabasca University Press 2018
• Sujets: Psychology; Western classical; perceptrons; extended chords; circle of fifths; scales; tonal harmony; Coltrane
• Accès en ligne: DOAB: download the publication; DOAB: description of the publication

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 qualit...