ABSTRACT
As a user listens to music, his bodily biorhythms can entrain with the music's rhythms. This work describes a human computer interface used to characterize the evolution of the stochastic signatures of physiological rhythms across the central and the peripheral nervous systems in the presence (or absence) of music. We track the heart, EEG and kinematics' variability under different music-driven conditions to identify the parameter manifold and context with maximal signal to noise ratio as well as to identify regions of maximal and minimal statistical co-dependencies of present events from past events.
- Martin L Albert, Robert W Sparks, and Nancy A Helm. 1973. Melodic intonation therapy for aphasia. Archives of Neurology 29, 2 (1973), 130--131.Google ScholarCross Ref
- Eckart Altenmüller, J Marco-Pallares, TF Münte, and S Schneider. 2009. Neural Reorganization Underlies Improvement in Stroke-induced Motor Dysfunction by Music-supported Therapy. Annals of the New York Academy of Sciences 1169, 1 (2009), 395--405.Google ScholarCross Ref
- Sonja Antić, Ivana Galinović, Arijana Lovrenčić-Huzjan, Vlasta Vuković, Miljenka-Jelena Jurašić, and Vida Demarin. 2008. Music as an auditory stimulus in stroke patients. Collegium antropologicum 32, 1 (2008), 19--23.Google Scholar
- Sanjit K Bhogal, Robert Teasell, and Mark Speechley. 2003. Intensity of aphasia therapy, impact on recovery. Stroke 34, 4 (2003), 987--993.Google ScholarCross Ref
- Anne J Blood, Robert J Zatorre, Patrick Bermudez, and Alan C Evans. 1999. Emotional responses to pleasant and unpleasant music correlate with activity in paralimbic brain regions. Nature neuroscience 2, 4 (1999).Google Scholar
- Manuel Gardberg and Richard Ashman. 1943. The QRS complex of the electrocardiogram. Archives of Internal Medicine 72, 2 (1943), 210--230.Google ScholarCross Ref
- Christian Gold, Tor Olav Heldal, Trond Dahle, and Tony Wigram. 2005. Music therapy for schizophrenia or schizophrenia-like illnesses. The Cochrane Library (2005).Google Scholar
- Christian Gold, Hans Petter Solli, Viggo Krüger, and Stein Atle Lie. 2009. Dose--response relationship in music therapy for people with serious mental disorders: Systematic review and meta-analysis. Clinical psychology review 29, 3 (2009), 193--207.Google Scholar
- Christian Gold, Tony Wigram, Cochavit Elefant, et al. 2006. Music therapy for autistic spectrum disorder. Cochrane Database Syst Rev 2 (2006).Google Scholar
- S Guetin, B Soua, Guillaume Voiriot, M-C Picot, and Christian Herisson. 2009. The effect of music therapy on mood and anxiety--depression: An observational study in institutionalised patients with traumatic brain injury. Annals of physical and rehabilitation medicine 52, 1 (2009), 30--40.Google ScholarCross Ref
- Krista L Hyde, Jason Lerch, Andrea Norton, Marie Forgeard, Ellen Winner, Alan C Evans, and Gottfried Schlaug. 2009. Musical training shapes structural brain development. Journal of Neuroscience 29, 10 (2009), 3019--3025.Google ScholarCross Ref
- Vilelmini Kalampratsidou. 2018. Co-adaptive multimodal interface guided by real-time multisensory stochastic feedback. Ph.D. Dissertation. Rutgers University-School of Graduate Studies.Google Scholar
- Vilelmini Kalampratsidou and Elizabeth B Torres. 2016. Outcome measures of deliberate and spontaneous motions. In Proceedings of the 3rd International Symposium on Movement and Computing. ACM, 9.Google ScholarDigital Library
- Vilelmini Kalampratsidou and Elizabeth B Torres. 2017. Body-brain-avatar interface: a tool to study sensory-motor integration and neuroplasticity. In Fourth International Symposium on Movement and Computing, MOCO, Vol. 17.Google Scholar
- Vilelmini Kalampratsidou and Elizabeth B Torres. 2018. Peripheral Network Connectivity Analyses for the Real-Time Tracking of Coupled Bodies in Motion. Sensors (2018).Google Scholar
- Jordi Lleonart, Jordi Salat, and Gabriel J Torres. 2000. Removing allometric effects of body size in morphological analysis. Journal of theoretical Biology 205, 1 (2000), 85--93.Google ScholarCross Ref
- Wanda Diaz Merced. 2016. How a blind astronomer found a way to hear the stars. Tedx Talks (2016). https://www.ted.com/talks/wanda_diaz_merced_how_a_blind_astronomer_found_a_way_to_hear_the_starsGoogle Scholar
- James E Mosimann. 1970. Size allometry: size and shape variables with characterizations of the lognormal and generalized gamma distributions. J. Amer. Statist. Assoc. 65, 330 (1970), 930--945.Google ScholarCross Ref
- Jillian Nguyen, Ushma Majmudar, Thomas V Papathomas, Steven M Silverstein, and Elizabeth B Torres. 2016. Schizophrenia: The micro-movements perspective. Neuropsychologia 85 (2016), 310--326.Google ScholarCross Ref
- Jihye Ryu, Joseph Vero, and Elizabeth B Torres. 2017. Methods for Tracking Dynamically Coupled Brain-Body Activities during Natural Movement. In Proceedings of the 4th International Conference on Movement Computing. ACM, 2.Google ScholarDigital Library
- Teppo Särkämö et al. 2011. Music in the recovering brain. (2011).Google Scholar
- Elizabeth B Torres. 2001. Theoretical framework for the study of sensory-motor integration. Ph.D. Dissertation.Google Scholar
- Elizabeth B Torres, Maria Brincker, Robert W Isenhower, Polina Yanovich, Kimberly A Stigler, John I Nurnberger, Dimitris N Metaxas, and Jorge V José. 2013. Autism: the micro-movement perspective. Frontiers in integrative neuroscience 7 (2013).Google Scholar
- Elizabeth B Torres and Kristina Denisova. 2016. Motor noise is rich signal in autism research and pharmacological treatments. Scientific reports 6 (2016), 37422.Google Scholar
Index Terms
- Bodily Signals Entrainment in the Presence of Music
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