Development of Brain-Computer Music Interfacing (BCMI) for Severe Disability and Creativity
Submitting Institution
Plymouth UniversityUnit of Assessment
Music, Drama, Dance and Performing ArtsSummary Impact Type
SocietalResearch Subject Area(s)
Medical and Health Sciences: Neurosciences, Public Health and Health Services
Studies In Creative Arts and Writing: Performing Arts and Creative Writing
Summary of the impact
This research developed brain-computer interfacing technology, which has
enabled people with severe physical disability to interact with and create
music. Professor Eduardo Miranda and his team built and trialled a
proof-of-concept device for patients suffering from almost total paralysis
of the body. Locally, this has significantly improved the quality of life
for one individual and changed the attitudes of hospital staff. More
widely, it is informing the further development of assistive BCMI
technology and contributing to on-going and emergent impact in musical
creativity that engenders new ways of thinking about the potential
relationships between science, technology and music.
Underpinning research
The work of Professor Eduardo Miranda and his team has benefitted many
communities through performance, analysis, and the provision of
technological tools. It includes basic research into music cognition, the
development of models and means for the analysis of music and brain
imaging data, and new digital musical instruments and systems for
composition. These have been both tested and disseminated through
practice-led creative research projects, which have been commissioned and
performed by ensembles such as the BBC Concert Orchestra and City of
Birmingham Symphony Orchestra's Leo String Quartet. Projects were
developed with partners across Europe, and funded by The Leverhulme Trust
(£49,000; 2004-2007), European Union FP-6 (€1,950,000; 2005-2008) and
European Union - Lifelong Learning Programme (€412,280; 2008- 2010).
From this range of research activity we choose one specific case of use
in therapy for brain damage. The research was an outcome of the
EPSRC-funded project "Learning the Structure of Music" (grant code
EP/D062934/1: £385,338; 2006-10). The team comprised Miranda (PI, employed
since 02/02/2003), Dr Torsten Anders (01/07/07-30/06/09) and Dr Alexis
Kirke (as a PhD student from 2007 and post-doctoral research fellow since
10/03/10).
A brain-computer interface (BCI) is a system that interacts directly with
the user's brain, by picking up tiny electrical impulses of neurons, in an
electroencephalogram (EEG). Other teams worldwide have proposed BCI
systems for music, but they have so far failed to impact upon special
needs because they have been unable to manage the fundamental problem of
voluntary control. Our research provided a solution based on a
neurological phenomenon known as SSVEP (Steady State Visually Evoked
Potentials). These natural responses to visual stimulation at specific
frequencies produce signals that can be detected in the EEG. When a person
with sensors placed on the scalp looks at different flashing lights at
specific frequencies, it shows up in their EEG, and a computer can be
programmed to infer at which icon they are staring. The team created
musical algorithms that translate specific EEG signals associated with the
light frequencies of different icons into distinct musical processes.
Looking at one icon sounds a certain note or produces a certain rhythm;
staring at another changes its pitch, and so on. The technique was
developed with biomedical engineers at Essex University and therapists at
the Royal Hospital for Neuro-disability, London. Therapists were then
interviewed to assess practical needs in the field; they highlighted the
necessity for the technology to be easy to use, quick to set up, reliable
and not requiring constant input from technicians. Based on this feedback,
a proof-of-concept system was developed between January 2008 and July
2010, which realised the possibility of conducting research outside of the
laboratory setting. The system was trialled with hospital staff and a
patient, who had locked- in syndrome after suffering a severe stroke.
Essex University's contribution to the project (1 staff and 1 PhD
student) supported computer programming and implementation of the EEG
analysis algorithms. The Royal Hospital for Neuro- disability (2 staff and
nurses) provided consultancy, advice on health & safety, liaison with
the patient and support during the trials.
References to the research
The research was published in the following international peer-reviewed
journals:
Miranda, E. R., W. Magee, J. J. Wilson, J. Eaton and R. Palaniappan
(2011). "Brain-Computer Music Interfacing (BCMI): From Basic Research to
the Real World of Special Needs", Music and Medicine,
3(3):134-140. DOI: 10.1177/1943862111399290 [First published in 2009, Music
and Medicine is an interdisciplinary, peer-reviewed journal for
clinical practice and research related to music interventions and
scientifically valid applications of clinical music strategies in
medicine. Its Impact Factor is currently being computed.]
Anders, T. and E. R. Miranda (2011). "Constraint Programming Systems for
Modeling Music Theories and Composition", ACM Computing Surveys,
43(4). DOI 10.1145/1978802.1978809 [ISI 2010 Impact Factor: 9.920 (Ranked
#1 in ISI category Computer Science)]
Miranda, E. R. (2010). "Plymouth brain-computer music interfacing
project: from EEG audio mixers to composition informed by cognitive
neuroscience", International Journal of Arts and Technology,
3(2/3):154-176. DOI 10.1504/IJART.2010.032562 [Ranked #10 (of 224) in SJR
Quartile 1 in subject category Visual Arts & Performing Arts, 2010]
Anders, T. and Miranda, E. R. (2010). "Constraint Application with
Higher-Order Programming for Modeling Music Theories", Computer Music
Journal, 34(2):25-38. DOI 10.1162/comj.2010.34.2.25 [ISI 2010 Impact
Factor: 1.588]
Miranda, E. R. (2010). "Organised Sound, Mental Imageries and the Future
of Music Technology: A Neuroscience Outlook", Organised Sound,
15(1):13-25. DOI 10.1017/S1355771809990227 [Ranked #4 (of 84) in SJR
Quartile 1 in subject category Music, 2010]
Durrant, S., D. R. Hardoon, A. Brechmann, J. Shawe-Taylor, E. R. Miranda,
H. Scheich (2009). "GLM and SVM analyses if neural response to tonal and
atonal stimuli: new techniques and a comparison", Connection Science,
2(1):161-175. DOI 10.1080/09540090902733863 [ISI 2010 Impact Factor:
1.057]
Details of the impact
This project has transformed research that focuses on the therapeutic
value of music technology, by taking it out of the controlled environment
of a laboratory and applying it within in a hospital setting. It has
brought together developments in brain scanning analysis and automatic
music composition technologies, generating an effective new approach to
the creation of assistive music technology for people with severe physical
disability. The research conducted at the Royal Hospital for
Neuro-disability had a profound impact upon the patient, raising her
confidence and sense of wellbeing. The patient - who communicates to a
carer via eye movement to select letters from an alphabet table - sent the
research team a note after the first trial to say "how much I enjoyed
the experiment yesterday. It was great to be in control again"
(15/05/2010). Recalling the impact of the experience, the patient
commented on the "freedom it gave me. There was never anyone to give
me orders, and I was able to take my own decisions. It was very easy to
follow, and although no Mozart, I soon forgot the passing of time"
(05/06/2011). The technology enabled her to demonstrate skill and ability
which the able-bodied people around her did not have (e.g. control of an
eye gaze system).
By embedding innovative music technology into the hectic, busy schedule
of a hospital routine, one of the major barriers of medical research was
broken. According to Dr Wendy Magee, previously Head of Music Therapy at
the hospital, this research "offered staff an opportunity to see
cutting edge research first hand; enabled them to see the impact of
research on patient benefit; offered opportunity for interdisciplinary
collaboration, particularly in terms of advising on the clinical
practicality of the equipment being developed and publication; brought
science into the clinic; and offers models of collaboration between
clinicians, designers and scientists which is best practice"
(18/07/2012).
Hospital staff stated that "Theoretically, we knew that the system
should be helpful for people with disability. Now we have the
demonstrable proof" (18/03/2011). By working with staff throughout
the process the researchers ensured this technology was suitable for the
hospital environment. The approach helped to create a strong partnership
and encouraged medical staff to embrace academic research to benefit their
own work. The research introduced resident music therapists, nurses and
carers to a new tool for communicating with patients and a way of thinking
about using BCMI technology in their practice, by demonstrating the system
with one of their patients in situ. As a member of staff commented: "What
the technology is enabling is to put the complex and severe disability
in the background and someone's creativity and expression in the
foreground. Beyond the obvious enjoyment that this gives to the patient,
it also enables the clinicians to interact with the patient in a new way
opening up new avenues for therapy and recreational activities"
(06/06/2011).
Following the publication of this research in Music and Medicine,
it was featured in Nature, attracting the attention of the media
worldwide (18/03/2011) including CNN and BBC World Service. The
Independent hailed the research as "making medical history"
(04/04/2011). This exposure provided the opportunity to communicate the
research to the public on a global level and generated a great number of
requests by institutions and individuals worldwide interested in adopting
the technology. Enterprising companies (e.g., g.TEC, Austria and
Grooveshark.com, USA) have made contact to discuss forms of exploitation.
In 2013, The Plymouth Community Healthcare Trust is starting to use the
equipment trialled originally at the Royal Hospital for Neuro- disability
to support a patient with locked-in syndrome.
This research has been further developed as part of our current
EPSRC-funded project with neuroscientists at Reading University,
"Brain-Computer Music Interface for Monitoring and Inducing Affective
States" (2011-2016). One of its first creative outputs, Miranda's Symphony
of Minds Listening, premiered at the Peninsula Arts Contemporary
Music Festival 2013. Miranda composed this piece using the new methods he
developed to convert fMRI brain scans information into music. These
methods, also the basis for the assistive technology for music-making by
people with severe disabilities, are central to the implementation of the
new generation of brain-computer music interfaces he is developing for
inducing emotions.
Symphony of Minds Listening complemented the overarching theme of
the Contemporary Music Festival, that of memory and consciousness. It was
the best attended event of the Festival, which had a total audience of
approximately 700 (of whom 70% were members of the general public). The
work prompted debate and critical analysis in the national media, having
been featured in publications such as The New Statesman
(21/02/2013), The Sunday Times (19/05/2013) and The Telegraph
(25/02/2013). Professor Miranda was also interviewed on national BBC
radio. In its review, Gramophone commended: "Such experiments can
often impress on a scientific level but disappoint aesthetically and
artistically, but Miranda's Symphony of Minds Listening achieved a
neat balance between both elements" (26/02/2013).
Sources to corroborate the impact
- Statements are available from: the patient; hospital medical staff and
former Head of Music Therapy, Royal Hospital for Neuro-disability,
London, UK; Clinical Psychologist, Plymouth Community Healthcare CIC, UK
- Peninsula Arts audit of audience attendance and composition for the
Contemporary Music Festival 2013.
Web links to a small sample of press evidence demonstrating the reach
and significance of worldwide media attention to the research at various
stages:
-
Teknisk Ukebad (12/2005), in Norwegian: http://cmr.soc.plymouth.ac.uk/publications/teknisk_ukeblad.pdf
-
L'Espresso (23/04/2009), in Italian: http://espresso.repubblica.it/dettaglio/pensa-una-musica-e-il-pc-la-suona/2079776/15
-
Nature News (18/03/2011): http://www.nature.com/news/2011/110318/full/news.2011.113.html
- BBC World Service (8/02/2011), programme available for streaming from
this site: http://www.bbc.co.uk/programmes/p00dbw5m
- CNN (29/03/2011): http://www.edition.cnn.com/2011/TECH/innovation/03/29/music.brain.power.therapy/index.
html
-
The Independent (4/04/2011), includes interview with the
patient: http://www.independent.co.uk/life-style/health-and-families/health-news/lockedin-woman-
makes-medical-history-2261429.html
-
BBC World at One, on both therapeutic uses of BCMI and Symphony
of Minds Listening (20/12/2012), programme available for streaming
from this site: http://www.bbc.co.uk/news/uk-20799961
-
The Gramophone (26/02/2013): http://www.gramophone.co.uk/blog/concerts-and-
events/peninsula-arts-contemporary-music-festival-2013