000			04706cam a2200481 i 4500
001			on1030840415
003			OCoLC
005			20240726105059.0
008			191227s2018 abc ob s001 0 eng
010			_a2019394420
040			_aDLC _beng _erda _epn _cDLC _dNT _dEBLCP _dOCLCF _dUWO _dYDX _dNLC _dMERUC _dIDB _dUAB _dCELBN _dCEF _dINT _dVT2 _dOTZ _dDKU _dAGLDB _dCNTRU _dUKAHL _dSFB
016			_a(AMICUS)000045280213
016			_z20179078674 (print)
020			_a9781771992206
042			_apcc
050	0	0	_aML3830 _b.C666 2018
049			_aMAIN
100	1		_aDawson, Michael Robert William, _d1959-, _e1
245	1	0	_aConnectionist representations of tonal music : _bdiscovering musical patterns by interpreting artificial neural networks / _cMichael R.W. Dawson.
260			_aEdmonton, AB : _bAU Press, _c(c)2018.
300			_a1 online resource (xv, 295 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_adata file _2rda
500			_aIssued in print and electronic formats.
504			_a2
505	0	0	_aCover; Half Title; Title; Copyright; Contents; List of Figures; List of Tables; Acknowledgements; Overture: Alien Music; Chapter 1: Science, Music, and Cognitivism; 1.1 Mechanical Philosophy, Mathematics, and Music; 1.2 Mechanical Philosophy and Tuning; 1.3 Psychophysics of Music; 1.4 From Rationalism to Classical Cognitive Science; 1.5 Musical Cognitivism; 1.6 Summary; Chapter 2: Artificial Neural Networks and Music; 2.1 Some Connectionist Basics; 2.2 Romanticism and Connectionism; 2.3 Against Connectionist Romanticism; 2.4 The Value Unit Architecture; 2.5 Summary and Implications.
505	0	0	_aChapter 3: The Scale Tonic Perceptron3.1 Pitch-Class Representations of Scales; 3.2 Identifying the Tonics of Musical Scales; 3.3 Interpreting the Scale Tonic Perceptron; 3.4 Summary and Implications; Chapter 4: The Scale Mode Network; 4.1 The Multilayer Perceptron; 4.2 Identifying Scale Mode; 4.3 Interpreting the Scale Mode Network; 4.4 Tritone Imbalance and Key Mode; 4.5 Further Network Analysis; 4.6 Summary and Implications; Chapter 5: Networks for Key-Finding; 5.1 Key-Finding; 5.2 Key-Finding with Multilayered Perceptrons; 5.3 Interpreting the Network; 5.4 Coarse Codes for Key-Finding.
505	0	0	_a5.5 Key-Finding with Perceptrons5.6 Network Interpretation; 5.7 Summary and Implications; Chapter 6: Classifying Chords with Strange Circles; 6.1 Four Types of Triads; 6.2 Triad Classification Networks; 6.3 Interval Cycles and Strange Circles; 6.4 Added Note Tetrachords; 6.5 Classifying Tetrachords; 6.6 Interpreting the Tetrachord Network; 6.7 Summary and Implications; Chapter 7: Classifying Extended Tetrachords; 7.1 Extended Tetrachords; 7.2 Classifying Extended Tetrachords; 7.3 Interpreting the Extended Tetrachord Network; 7.4 Bands and Coarse Coding; 7.5 Summary and Implications.
505	0	0	_aChapter 8: Jazz Progression Networks8.1 The ii-V-I Progression; 8.2 The Importance of Encodings; 8.3 Four Encodings of the ii-V-I Problem; 8.4 Complexity, Encoding, and Training Time; 8.5 Interpreting a Pitch-class Perceptron; 8.6 The Coltrane Changes; 8.7 Learning the Coltrane Changes; 8.8 Interpreting a Coltrane Perceptron; 8.9 Strange Circles and Coltrane Changes; 8.10 Summary and Implications; Chapter 9: Connectionist Reflections; 9.1 A Less Romantic Connectionism; 9.2 Synthetic Psychology of Music; 9.3 Musical Implications; 9.4 Implications for Musical Cognition; 9.5 Future Directions.
520	0		_aIntended 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.
530			_a2 _ub
650		0	_aMusic _xPsychological aspects _vCase studies.
650		0	_aMusic _xPhysiological aspects _vCase studies.
650		0	_aMusic _xPhilosophy and aesthetics _vCase studies.
650		0	_aNeural networks (Computer science) _vCase studies.
655		1	_aElectronic Books.
856	4	0	_uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1775041&site=eds-live&custid=s3260518 _zClick to access digital title | log in using your CIU ID number and my.ciu.edu password
942			_cOB _D _eEB _hML _m2018 _QOL _R _x _8NFIC _2LOC
994			_a92 _bNT
999			_c88297 _d88297
902			_a1 _bCynthia Snell _c1 _dCynthia Snell