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2014 | OriginalPaper | Buchkapitel

1. Brain–Computer Music Interfacing: Interdisciplinary Research at the Crossroads of Music, Science and Biomedical Engineering

verfasst von : Eduardo Reck Miranda

Erschienen in: Guide to Brain-Computer Music Interfacing

Verlag: Springer London

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Abstract

Research into brain–computer music interfacing (BCMI) involves three major challenges: the extraction of meaningful control information from signals emanating from the brain, the design of generative music techniques that respond to such information and the definition of ways in which such technology can effectively improve the lives of people with special needs and address therapeutic needs. This chapter discusses the first two challenges, in particular the music technology side of BCMI research, which has been largely overlooked by colleagues working in this field. After a brief historical account of the field, the author reviews the pioneering research into BCMI that has been developed at Plymouth University’s Interdisciplinary Centre for Computer Music Research (ICCMR) within the last decade or so. The chapter introduces examples illustrating ICCMR’s developments and glances at current work informed by cognitive experiments.

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1
Currently at University of Wolverhampton.
 
Literatur
Zurück zum Zitat Anders T, Miranda ER (2011) A survey of constraint programming systems for modelling music theories and composition. ACM Comput Surv 43(4):30CrossRef Anders T, Miranda ER (2011) A survey of constraint programming systems for modelling music theories and composition. ACM Comput Surv 43(4):30CrossRef
Zurück zum Zitat Anders T, Miranda ER (2010) Constraint application with higher-order programming for modeling music theories. Comp Music J 34(2):25–38CrossRef Anders T, Miranda ER (2010) Constraint application with higher-order programming for modeling music theories. Comp Music J 34(2):25–38CrossRef
Zurück zum Zitat Anderson C, Sijercic Z (1996) Classification of EEG signals from four subjects during five mental tasks. In: Solving engineering problems with neural networks: proceedings of the conference on engineering applications in neural networks (EANN’96), pp 507–414 Anderson C, Sijercic Z (1996) Classification of EEG signals from four subjects during five mental tasks. In: Solving engineering problems with neural networks: proceedings of the conference on engineering applications in neural networks (EANN’96), pp 507–414
Zurück zum Zitat Adrian ED, Matthews BHC (1934) The Berger rhythm: potential changes from the occipital lobes in man. Brain 57(4):355–385CrossRef Adrian ED, Matthews BHC (1934) The Berger rhythm: potential changes from the occipital lobes in man. Brain 57(4):355–385CrossRef
Zurück zum Zitat Berger H (1969) On the electroencephalogram of man. In: The fourteen original reports on the human electroencephalogram, electroencephalography and clinical neurophysiology. Supplement No. 28. Elsevier, Amsterdam Berger H (1969) On the electroencephalogram of man. In: The fourteen original reports on the human electroencephalogram, electroencephalography and clinical neurophysiology. Supplement No. 28. Elsevier, Amsterdam
Zurück zum Zitat Bishop C (1995). Neural networks for pattern recognition. Oxford University Press Bishop C (1995). Neural networks for pattern recognition. Oxford University Press
Zurück zum Zitat Curran EA, Stokes MJ (2003) Learning to control brain activity: a review of the production and control of EEG components for driving brain-computer interface (BCI) systems. Brain Cogn 51(3):326–336CrossRef Curran EA, Stokes MJ (2003) Learning to control brain activity: a review of the production and control of EEG components for driving brain-computer interface (BCI) systems. Brain Cogn 51(3):326–336CrossRef
Zurück zum Zitat Durrant S, Hardoon DR, Brechmann A, Shawe-Taylor J, Miranda ER, Scheich H (2009) GLM and SVM analyses if neural response to tonal and atonal stimuli: new techniques and a comparison. Connection Science (2)1:161–175 Durrant S, Hardoon DR, Brechmann A, Shawe-Taylor J, Miranda ER, Scheich H (2009) GLM and SVM analyses if neural response to tonal and atonal stimuli: new techniques and a comparison. Connection Science (2)1:161–175
Zurück zum Zitat Friston KJ, Ashburner JT, Kiebel SJ, Nichols TE, Penny WD (2006) Statistical parametric mapping: the analysis of functional brain images. Academic Press, London Friston KJ, Ashburner JT, Kiebel SJ, Nichols TE, Penny WD (2006) Statistical parametric mapping: the analysis of functional brain images. Academic Press, London
Zurück zum Zitat Hjorth B (1970) EEG analysis based on time series properties. Electroencephalogr Clin Neurophysiol 29:306–310CrossRef Hjorth B (1970) EEG analysis based on time series properties. Electroencephalogr Clin Neurophysiol 29:306–310CrossRef
Zurück zum Zitat Kaplan A, Ya Kim JJ, Jin KS, Park BW, Byeon JG, Tarasova SU (2005) Unconscious operant conditioning in the paradigm of brain-computer interface based on color perception. Int J Neurosci 115:781–802CrossRef Kaplan A, Ya Kim JJ, Jin KS, Park BW, Byeon JG, Tarasova SU (2005) Unconscious operant conditioning in the paradigm of brain-computer interface based on color perception. Int J Neurosci 115:781–802CrossRef
Zurück zum Zitat Lucier A (1976) Statement on: music for solo performer. In: Rosenboom D (ed) Biofeedback and the arts, results of early experiments. Aesthetic Research Center of Canada Publications, Vancouver Lucier A (1976) Statement on: music for solo performer. In: Rosenboom D (ed) Biofeedback and the arts, results of early experiments. Aesthetic Research Center of Canada Publications, Vancouver
Zurück zum Zitat Meister IG, Krings T, Foltys H, Boroojerdi B, Muller M, Topper R, Thron A (2004) Playing piano in the mind—an FMRI study on music imagery and performance in pianists. Cogn Brain Res 19(3):219–228CrossRef Meister IG, Krings T, Foltys H, Boroojerdi B, Muller M, Topper R, Thron A (2004) Playing piano in the mind—an FMRI study on music imagery and performance in pianists. Cogn Brain Res 19(3):219–228CrossRef
Zurück zum Zitat Middendorf M, McMillan G, Calhoun G, Jones KS (2000) Brain-computer interfaces based on the steady-state visual-evoked response. IEEE Trans Rehabilitation Eng 8:211–2140CrossRef Middendorf M, McMillan G, Calhoun G, Jones KS (2000) Brain-computer interfaces based on the steady-state visual-evoked response. IEEE Trans Rehabilitation Eng 8:211–2140CrossRef
Zurück zum Zitat Miranda ER, Magee W, Wilson JJ, Eaton J, Palaniappan R (2011) Brain-computer music interfacing (BCMI): from basic research to the real world of special needs. Music Med. doi:10.1177/1943862111399290 Miranda ER, Magee W, Wilson JJ, Eaton J, Palaniappan R (2011) Brain-computer music interfacing (BCMI): from basic research to the real world of special needs. Music Med. doi:10.​1177/​1943862111399290​
Zurück zum Zitat Miranda ER, Durrant S, Anders T (2008) Towards brain-computer music interfaces: progress and challenges. In: Proceedings of International Symposium on Applied Sciences in Bio-Medical and Communication Technologies (ISABEL2008). Aalborg (Denmark) Miranda ER, Durrant S, Anders T (2008) Towards brain-computer music interfaces: progress and challenges. In: Proceedings of International Symposium on Applied Sciences in Bio-Medical and Communication Technologies (ISABEL2008). Aalborg (Denmark)
Zurück zum Zitat Miranda ER, Boskamp B (2005) Steering generative rules with the eeg: an approach to brain-computer music interfacing, In: Proceedings of Sound and Music Computing 05. Salerno (Italy) Miranda ER, Boskamp B (2005) Steering generative rules with the eeg: an approach to brain-computer music interfacing, In: Proceedings of Sound and Music Computing 05. Salerno (Italy)
Zurück zum Zitat Miranda ER, Roberts S, Stokes M (2005) On generating EEG for controlling musical systems. Biomed Tech 49(1):75–76 Miranda ER, Roberts S, Stokes M (2005) On generating EEG for controlling musical systems. Biomed Tech 49(1):75–76
Zurück zum Zitat Miranda ER, Sharman K, Kilborn K, Duncan A (2003) On harnessing the electroencephalogram for the musical braincap. Comp Music J 27(2):80–102CrossRef Miranda ER, Sharman K, Kilborn K, Duncan A (2003) On harnessing the electroencephalogram for the musical braincap. Comp Music J 27(2):80–102CrossRef
Zurück zum Zitat Peters BO, Pfurtscheller G, Flyvberg H (1997) Prompt recognition of brain states by their EEG signals. Theory Biosci 116:290–301 Peters BO, Pfurtscheller G, Flyvberg H (1997) Prompt recognition of brain states by their EEG signals. Theory Biosci 116:290–301
Zurück zum Zitat Petsche H, von Stein A, Filz O (1996) EEG aspects of mentally playing an instrument. Cogn Brain Res 3(2):115–123CrossRef Petsche H, von Stein A, Filz O (1996) EEG aspects of mentally playing an instrument. Cogn Brain Res 3(2):115–123CrossRef
Zurück zum Zitat Pfurtscheller G, Muller-Putz GR, Graimann B, Scherer R, Leeb R, Brunner C, Keinrath C, Townsend G, Nateem M, Lee FY, Zimmermann D, Höfler E (2007) Graz-brain-computer interface: state of researc. In: Dornheg G, Millán JM, Hinterberger T, McFarland D, Müller K-R (eds) Toward brain-computer interfacing. The MIT Press, Cambridge, pp 65–84 Pfurtscheller G, Muller-Putz GR, Graimann B, Scherer R, Leeb R, Brunner C, Keinrath C, Townsend G, Nateem M, Lee FY, Zimmermann D, Höfler E (2007) Graz-brain-computer interface: state of researc. In: Dornheg G, Millán JM, Hinterberger T, McFarland D, Müller K-R (eds) Toward brain-computer interfacing. The MIT Press, Cambridge, pp 65–84
Zurück zum Zitat Regan D (1989) Human brain electrophysiology: evoked potentials and evoked magnetic fields in science and medicine. Elsevier, Amsterdam Regan D (1989) Human brain electrophysiology: evoked potentials and evoked magnetic fields in science and medicine. Elsevier, Amsterdam
Zurück zum Zitat Rosenboom D (ed) (1976) Biofeedback and the arts, results of early experiments. Aesthetic Research Center of Canada Publications, Vancouver Rosenboom D (ed) (1976) Biofeedback and the arts, results of early experiments. Aesthetic Research Center of Canada Publications, Vancouver
Zurück zum Zitat Rosenboom D (1990) Extended musical interface with the human nervous system. Leonardo Monograph Series No. 1. International Society for the Arts, Science and Technology, Berkeley Rosenboom D (1990) Extended musical interface with the human nervous system. Leonardo Monograph Series No. 1. International Society for the Arts, Science and Technology, Berkeley
Zurück zum Zitat Shepard RN (1982) Structural representations of musical pitch. In Deutsch D (ed) The psychology of music. Oxford University Press, Oxford, pp 344–390 Shepard RN (1982) Structural representations of musical pitch. In Deutsch D (ed) The psychology of music. Oxford University Press, Oxford, pp 344–390
Zurück zum Zitat Schoenberg A (1986) Harmonielehre. Universal Edition. (7th Edition) Schoenberg A (1986) Harmonielehre. Universal Edition. (7th Edition)
Zurück zum Zitat Teitelbaum R (1976) In Tune: Some Early Experiments in Biofeedback Music (1966–1974).In: Rosenboom D (ed) Biofeedback and the arts, results of early experiments. Aesthetic Research Center of Canada Publications, Vancouver Teitelbaum R (1976) In Tune: Some Early Experiments in Biofeedback Music (1966–1974).In: Rosenboom D (ed) Biofeedback and the arts, results of early experiments. Aesthetic Research Center of Canada Publications, Vancouver
Zurück zum Zitat Vidal JJ (1973) Toward direct brain-computer communication. In: Mullins LJ (ed) Annual review of biophysics and bioengineering, pp 157–80 Vidal JJ (1973) Toward direct brain-computer communication. In: Mullins LJ (ed) Annual review of biophysics and bioengineering, pp 157–80
Zurück zum Zitat Walpaw J, McFerland D, Neat G, Forneris C (1991) An EEG-based brain-computer interface for cursor control. Electroencephalogr Clin Neurophisiol 78(3):252–259 Walpaw J, McFerland D, Neat G, Forneris C (1991) An EEG-based brain-computer interface for cursor control. Electroencephalogr Clin Neurophisiol 78(3):252–259
Zurück zum Zitat Weiskopf N, Mathiak K, Bock SW, Scharnowski F, Veit R, Grodd W, Goebel R, Birbaumer N (2004) Principles of a brain-computer interface (BCI) based on real-time functional magnetic resonance imaging (fMRI). IEEE Trans Biomed Eng 51(6):966–970CrossRef Weiskopf N, Mathiak K, Bock SW, Scharnowski F, Veit R, Grodd W, Goebel R, Birbaumer N (2004) Principles of a brain-computer interface (BCI) based on real-time functional magnetic resonance imaging (fMRI). IEEE Trans Biomed Eng 51(6):966–970CrossRef
Metadaten
Titel
Brain–Computer Music Interfacing: Interdisciplinary Research at the Crossroads of Music, Science and Biomedical Engineering
verfasst von
Eduardo Reck Miranda
Copyright-Jahr
2014
Verlag
Springer London
DOI
https://doi.org/10.1007/978-1-4471-6584-2_1

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