17 June 2009

scale-free music of the brain



Dan Wu1, Chao-Yi Li1,2, De-Zhong Yao1*

1 Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China, 2 Center for Life Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China

Background

There is growing interest in the relation between the brain and music. The appealing similarity between brainwaves and the rhythms of music has motivated many scientists to seek a connection between them. A variety of transferring rules has been utilized to convert the brainwaves into music; and most of them are mainly based on spectra feature of EEG.

Methodology/Principal Findings

In this study, audibly recognizable scale-free music was deduced from individual Electroencephalogram (EEG) waveforms. The translation rules include the direct mapping from the period of an EEG waveform to the duration of a note, the logarithmic mapping of the change of average power of EEG to music intensity according to the Fechner's law, and a scale-free based mapping from the amplitude of EEG to music pitch according to the power law. To show the actual effect, we applied the deduced sonification rules to EEG segments recorded during rapid-eye movement sleep (REM) and slow-wave sleep (SWS). The resulting music is vivid and different between the two mental states; the melody during REM sleep sounds fast and lively, whereas that in SWS sleep is slow and tranquil. 60 volunteers evaluated 25 music pieces, 10 from REM, 10 from SWS and 5 from white noise (WN), 74.3% experienced a happy emotion from REM and felt boring and drowsy when listening to SWS, and the average accuracy for all the music pieces identification is 86.8%(κ = 0.800, P<0.001).>

Conclusions/Significance

The sonification rules may identify the mental states of the brain, which provide a real-time strategy for monitoring brain activities and are potentially useful to neurofeedback therapy.








5 comments:

  1. rem sleep:

    http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0005915.s001

    slow wave sleep:

    http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0005915.s002

    eyes closed:

    http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0005915.s004

    eyes open:

    http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0005915.s005

    epileptic:

    http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0005915.s006

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  2. Αν αναχθούν οι κυματομομορφές σε μουσικά melodic shapes, το αποτέλεσμα θα ήταν αυτό που λέγεται 'arch shape motives' (ascending και descending κινήσεις φθόγγων δηλαδή σε κάποια κλίμακα κατα κύριο λόγο). Δεν βλέπω πως είναι κάτι ουσιαστικό αυτό, αφού οι κυματομορφές απεικονίζουν πολύ διαφορετική συναισθηματική κατάσταση από αυτό που πιθανότατα προκαλεί η 'μουσική' τους αναγωγή.

    Αν πάλι αναγάγουμε τις κυματομορφές σε κλίμακες συναισθηματικής φόρτισης, πάλι άστοχο φαίνεται γιατί πρέπει να ληφθεί υπ'όψιν η μουσική εμπειρία του υποκειμένου, τι ακριβώς δλδ θα αντιστοιχούσε για τον καθένα για τις συναισθηματικές διακυμάνσεις που μεταφράζονται απο τα διαγράμματα.

    Δυσκολα πράγματα... δεν ξέρω αν κατάλαβα και καλά τους συσχετισμούς στο πείραμα.

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  3. χμ, και από τα samples που άκουσα προκύπτουν Ξενακισμoί! Πολύ ενδιαφέρον μουσικολογικά τουλάχιστον! Θα ζητήσω άποψη και essays απο φίλο που κάνει Cognitive Neuropsychology of Music να κάνω ένα reply εδω

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  4. De nomizw oti exei noima na prospathisei kapoios na ermineusei sysxetiseis. Den yparxei ousiastiki vasi gi'auto, eg i "synaisthimatiki fortisi" einai poiotiko i posotiko fainomeno?
    Apo tin alli, to sygekrimeno peiramataki einai mazemeno kai a3ioprepes methodologika. Note, milaei gia "mental states", diladi egrigorsi vs stadia ypnou, k de mplekei simata me synaisthimatiki katastasi, ektws apo ypokeimenikes anafores, me oti synepagetai auto "epistimonika".
    San ereuna den exei kanena fovero skopo -oute eurima-, k i kalitexniki a3ia tou egxeirimatos einai ypokeimeniki..
    Apla, polla xronia legame me Paul na tou dwsw simata k na doume ti tha vgei, apo periergeia k endiaferon, xwris proektaseis. Etsi, eida to arthraki, pou to vriskw arketa kompso, so i posted it..
    Pantws genika vriskw polu endiaferonta ta Cogneuropsy themata, k tha xarw na mathw perissotera!

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  5. ap oti katalavaineis ki egw den exw kammia sxesh me th mpala apla opws ta katalava egrapsa. 8a rwthsw ton filo mou an kai synh8iza na kryfogelaw me to antikeimeno twn spoudwn tou genika, pia den to vriskw toso aeritzidiko

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