02287nam 2200457 450 991034603570332120211222033919.01-77199-221-2(CKB)4340000000262103(MiAaPQ)EBC5330831(VaAlCD)20.500.12592/tjmnc9(PPN)24283504X(EXLCZ)99434000000026210320180425d2018 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierConnectionist representations of tonal music discovering musical patterns by interpreting artificial neural networks /Michael R.W. DawsonEdmonton, Alberta :AU Press,[2018]©20181 online resource (312 pages)1-77199-220-4 Overture : Alien Music -- Science, Music, and Cognitivism -- Artificial Neural Networks and Music -- The Scale Tonic Perceptron -- The Scale Mode Network -- Networks for Key-Finding -- Classifying Chords with Strange Circles -- Classifying Extended Tetrachords -- Jazz Progression Networks -- Connectionist Reflections.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.MusicPsychological aspectsCase studiesMusicPhysiological aspectsCase studiesMusicPhilosophy and aestheticsCase studiesMusicPsychological aspectsMusicPhysiological aspectsMusicPhilosophy and aesthetics781.11Dawson Michael Robert William1959-900153MiAaPQMiAaPQMiAaPQBOOK9910346035703321Connectionist representations of tonal music2124510UNINA