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BrainX3: embodied exploration of neural data

Published: 09 April 2014 Publication History

Abstract

We present BrainX3 as a novel immersive and interactive technology for exploration of large biological data, which in this paper is customized towards brain networks. Unlike traditional machine-inference systems, BrainX3 posits a two-way coupling of human intuition to powerful machine computation to tackle the big data challenge.
Furthermore, through unobtrusive wearable sensors, BrainX3 can infer user's states in terms of arousal and cognitive workload, thus changing the visualization and the sonification parameters to boost the exploration process.

References

[1]
J. Beatty and B. Lucero-Wagoner. Pupillary System. In J. T. Cacioppo, L. Tassinary, and G. Berntson, editors, Handbook of Psychophysiology, chapter 6, pages 142--162. Cambridge University Press, New York, NY, USA, 2nd edition, 2000.
[2]
U. Bernardet, A. Väljamäe, M. Inderbitzin, S. Wierenga, A. Mura, and P. F. M. J. Verschure. Quantifying human subjective experience and social interaction using the eXperience Induction Machine. Brain research bulletin, 85:305--312, Nov. 2010.
[3]
A. Betella, R. Carvalho, J. Sanchez-palencia, U. Bernardet, and P. F. M. J. Verschure. Embodied Interaction with Complex Neuronal Data in Mixed-Reality. In Virtual Reality International Conference (VRIC 2012), 2012.
[4]
A. Betella, E. Martínez, R. Zucca, X. D. Arsiwalla, P. Omedas, S. Wierenga, A. Mura, J. Wagner, F. Lingenfelser, E. André, D. Mazzei, A. Tognetti, A. Lanatà, D. De Rossi, and P. F. M. J. Verschure. Advanced interfaces to stem the data deluge in mixed reality: placing human (un)consciousness in the loop. In ACM SIGGRAPH 2013 Posters, SIGGRAPH '13, pages 68:1---_68:1, New York, NY, USA, 2013. ACM.
[5]
A. Betella, D. Pacheco, R. Zucca, X. D. Arsiwalla, P. Omedas, A. Lanatà, D. Mazzei, A. Tognetti, A. Greco, N. Carbonaro, J. Wagner, F. Lingenfelser, E. André, D. De Rossi, and P. F. M. J. Verschure. Interpreting Psychophysiological States Using Unobtrusive Wearable Sensors in Virtual Reality. In ACHI2014: The Seventh International Conference on Advances in Computer-Human Interactions, pages 331--336, Barcelona, Spain, 2014.
[6]
R. Cetnarski, A. Betella, H. Prins, S. Koudier, and P. F. M. J. Verschure. Subliminal Response Priming in mixed reality: The ecological validity of a classic paradigm of perception. Presence: Teleoperators and Virtual Environments, In Press.
[7]
P. Hagmann, L. Cammoun, X. Gigandet, R. Meuli, C. J. Honey, V. J. Wedeen, and O. Sporns. Mapping the Structural Core of Human Cerebral Cortex. PLoS Biology, 6(7):15, 2008.
[8]
D. A. Keim. Information visualization and visual data mining. Visualization and Computer Graphics, IEEE Transactions on, 8(1):1--8, 2002.
[9]
S. Lee, J. Seo, G. J. Kim, and C. mo Park. Evaluation of pointing techniques for ray casting selection in virtual environments. In Third International Conference on Virtual Reality and Its Application in Industry, pages 38--44, 2003.
[10]
P. Papachristodoulou, A. Betella, and P. F. M. J. Verschure. Sonification of Large Datasets in a 3D Immersive Environment: A Neuroscience Case Study. In ACHI2014: The Seventh International Conference on Advances in Computer-Human Interactions, pages 35--40, Barcelona, Spain, 2014.
[11]
P. Stein, M. Bosner, R. Kleiger, and B. Conger. Heart rate variability: a measure of cardiac autonomic tone. American Heart Journal, 127(5):1376--1381, 1994.
[12]
P. F. M. J. Verschure. Distributed Adaptive Control: A theory of the Mind, Brain, Body Nexus. Biologically Inspired Cognitive Architectures, 1:55--72, July 2012.
[13]
J. Wagner, F. Lingenfelser, T. Baur, I. Damian, F. Kistler, and E. André. The Social Signal Interpretation (SSI) Framework Multimodal Signal Processing and Recognition in Real-Time. In Proceedings of the 21st ACM International Conference on Multimedia, pages 21--25, 2013.
[14]
K. Wolf. What I grasp is what I control: interacting through grasp releases. In Proceedings of the Sixth International Conference on Tangible, Embedded and Embodied Interaction, TEI '12, pages 389--390, New York, NY, USA, 2012. ACM.

Cited By

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  • (2023)BrainX3: A Neuroinformatic Tool for Interactive Exploration of Multimodal Brain DatasetsBiomimetic and Biohybrid Systems10.1007/978-3-031-39504-8_11(157-177)Online publication date: 10-Jul-2023
  • (2021)A Virtual Reality System for the Simulation of NeurodiversityProceedings of Sixth International Congress on Information and Communication Technology10.1007/978-981-16-2380-6_46(523-531)Online publication date: 17-Sep-2021
  • (2018)NeuroCave: A web-based immersive visualization platform for exploring connectome datasetsNetwork Neuroscience10.1162/netn_a_000442:3(344-361)Online publication date: Sep-2018
  • Show More Cited By

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cover image ACM Other conferences
VRIC '14: Proceedings of the 2014 Virtual Reality International Conference
April 2014
193 pages
ISBN:9781450326261
DOI:10.1145/2617841
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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  • Laval Virtual: Laval Virtual

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 April 2014

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Author Tags

  1. DAC
  2. ECG
  3. EDR
  4. HCI
  5. VR
  6. XIM
  7. brain

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VRIC '14
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  • Laval Virtual

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Cited By

View all
  • (2023)BrainX3: A Neuroinformatic Tool for Interactive Exploration of Multimodal Brain DatasetsBiomimetic and Biohybrid Systems10.1007/978-3-031-39504-8_11(157-177)Online publication date: 10-Jul-2023
  • (2021)A Virtual Reality System for the Simulation of NeurodiversityProceedings of Sixth International Congress on Information and Communication Technology10.1007/978-981-16-2380-6_46(523-531)Online publication date: 17-Sep-2021
  • (2018)NeuroCave: A web-based immersive visualization platform for exploring connectome datasetsNetwork Neuroscience10.1162/netn_a_000442:3(344-361)Online publication date: Sep-2018
  • (2018)A Temporal Estimate of Integrated Information for Intracranial Functional ConnectivityArtificial Neural Networks and Machine Learning – ICANN 201810.1007/978-3-030-01421-6_39(403-412)Online publication date: 26-Sep-2018
  • (2017)Why the Brain Might Operate Near the Edge of CriticalityArtificial Neural Networks and Machine Learning – ICANN 201710.1007/978-3-319-68600-4_38(326-333)Online publication date: 24-Oct-2017
  • (2016)The global dynamical complexity of the human brain networkApplied Network Science10.1007/s41109-016-0018-81:1Online publication date: 30-Dec-2016
  • (2016)High Integrated Information in Complex Networks Near CriticalityArtificial Neural Networks and Machine Learning – ICANN 201610.1007/978-3-319-44778-0_22(184-191)Online publication date: 13-Aug-2016
  • (2016)Computing Information Integration in Brain NetworksProceedings of the 12th International Conference and School on Advances in Network Science - Volume 956410.1007/978-3-319-28361-6_11(136-146)Online publication date: 11-Jan-2016
  • (2015)Augmenting the navigation of complex data sets using sonificationProceedings of the 2015 IEEE 2nd VR Workshop on Sonic Interactions for Virtual Environments (SIVE)10.1109/SIVE.2015.7361284(1-6)Online publication date: 24-Mar-2015
  • (2015)Connectomics to Semantomics: Addressing the Brain's Big Data Challenge1Procedia Computer Science10.1016/j.procs.2015.07.27853(48-55)Online publication date: 2015
  • Show More Cited By

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