My Account Log in

4 options

Connectionist representations of tonal music : discovering musical patterns by interpreting artificial neural networks / Michael R.W. Dawson.

DOAB Directory of Open Access Books Available online

View online

EBSCOhost Academic eBook Collection (North America) Available online

View online

Ebook Central University Press Available online

View online

Ebscohost Ebooks University Press Collection (North America) Available online

View online
Format:
Book
Author/Creator:
Dawson, Michael Robert William, 1959- author.
Language:
English
Subjects (All):
Music--Psychological aspects--Case studies.
Music.
Music--Physiological aspects--Case studies.
Music--Philosophy and aesthetics--Case studies.
Physical Description:
1 online resource (312 pages)
Edition:
1st ed.
Place of Publication:
Edmonton, Alberta : AU Press, [2018]
Summary:
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.
Contents:
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.
Notes:
Description based on print version record.
ISBN:
9781771992213
1771992212
OCLC:
1030840415

The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.

Find

Home Release notes

My Account

Shelf Request an item Bookmarks Fines and fees Settings

Guides

Using the Find catalog Using Articles+ Using your account