Functional split brain in a driving/listening paradigm
Open accessAbstract
Significance: When one drives on an easy route and listens to a radio, it is at times as if one’s brain splits into two separate entities: one that drives and one that listens. When, instead, one drives while listening to a global positioning system, there is only one functional stream. Here, using measures of information integration, we show that a brain may functionally split into two separate “driving” and “listening” systems when the listening task is unrelated to concurrent driving, but not when the two systems are related. This finding raises the possibility that under certain conditions of daily life, a single brain may support two independent functional streams, a “functional split brain” similar to what is observed in patients with an anatomical split.
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From Dissociating Artificial Intelligence from Artificial Consciousness (2024) · cites this paper as [30]
The Integrated Information section reports that the authors hypothesized higher integrated information during the integrated task and found that pattern in human participants. But the Discussion says the theory-related prediction about a transition to two streams of consciousness remains for future work. This study therefore supports a narrower experimental finding, not the claim that several IIT predictions have been validated in humans. (LLM, conf=0.86)
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Cites
Regression shrinkage and selection via the lasso
Tibshirani, R. (1996) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1996.tb02080.x · Cited by 51,482 · see citing works
Representational similarity analysis-connecting the branches of systems neuroscience
Kriegeskorte, N. (2008) · Frontiers in Systems Neuroscience · doi:10.3389/neuro.06.004.2008 · Cited by 3,355 · see citing works
Integrated information theory: from consciousness to its physical substrate
Tononi, G., Boly, M., Massimini, M., & Koch, C. (2016) · Nature Reviews Neuroscience · doi:10.1038/nrn.2016.44 · Cited by 1,727 · see citing works
Self-citationA whole brain fMRI atlas generated via spatially constrained spectral clustering
Craddock, R. C., James, G. A., Holtzheimer, P. E., Hu, X. P., & Mayberg, H. S. (2012) · Human Brain Mapping · doi:10.1002/hbm.21333 · Cited by 1,636 · see citing works
Crossmodal correspondences: A tutorial review
Spence, C. (2011) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-010-0073-7 · Cited by 1,618 · see citing works
From the phenomenology to the mechanisms of consciousness: integrated information theory 3.0
Oizumi, M., Albantakis, L., & Tononi, G. (2014) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003588 · Cited by 1,128 · see citing works
Self-citationRepresentational geometry: integrating cognition, computation, and the brain
Kriegeskorte, N., & Kievit, R. (2013) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.06.007 · Cited by 898 · see citing works
Decreased segregation of brain systems across the healthy adult lifespan
Chan, M. Y., Park, D. C., Savalia, N. K., Petersen, S. E., & Wig, G. S. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1415122111 · Cited by 867 · see citing works
Blakemore, C. B., & Gazzaniga, M. S. (1971) · The American Journal of Psychology · doi:10.2307/1420484 · Cited by 813 · see citing works
How does nature program neuron types?
Borst, A. (2008) · Frontiers in Neuroscience · doi:10.3389/neuro.01.016.2008 · Cited by 705 · see citing works
Default and executive network coupling supports creative idea production
Beaty, R. E., Benedek, M., Barry Kaufman, S., & Silvia, P. J. (2015) · Scientific Reports · doi:10.1038/srep10964 · Cited by 705 · see citing works
EEG microstate sequences in healthy humans at rest reveal scale-free dynamics.
Van De Ville, D., Britz, J., & Michel, C. M. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1007841107 · Cited by 606 · see citing works
Fornito, A., Harrison, B. J., Zalesky, A., & Simons, J. S. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1204185109 · Cited by 538 · see citing works
Identifying neural drivers with functional MRI: an electrophysiological validation
David, O., Guillemain, I., Saillet, S., Reyt, S., Deransart, C., Segebarth, C., & Depaulis, A. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060315 · Cited by 533 · see citing works
Forty-five years of split-brain research and still going strong
Gazzaniga, M. S. (2005) · Nature Reviews Neuroscience · doi:10.1038/nrn1723 · Cited by 442 · see citing works
A decrease in brain activation associated with driving when listening to someone speak
Just, M. A., Keller, T. A., & Cynkar, J. (2008) · Brain Research · doi:10.1016/j.brainres.2007.12.075 · Cited by 298 · see citing works
Johnston, J. M., Vaishnavi, S. N., Smyth, M. D., Zhang, D., He, B. J., Zempel, J. M., Shimony, J. S., Snyder, A. Z., & Raichle, M. E. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.0573-08.2008 · Cited by 296 · see citing works
Neurobiological basis of head motion in brain imaging
Zeng, L., Wang, D., Fox, M., Sabuncu, M. R., Hu, D., Ge, M., Buckner, R. L., & Liu, H. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1317424111 · Cited by 281 · see citing works
Data Quality Influences Observed Links Between Functional Connectivity and Behavior
Siegel, J. S., Mitra, A., Laumann, T. O., Seitzman, B. A., Raichle, M. E., Corbetta, M., & Snyder, A. Z. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw253 · Cited by 254 · see citing works
Practical Measures of Integrated Information for Time-Series Data
Barrett, A. B., & Seth, A. K. (2011) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1001052 · Cited by 225 · see citing works
Causal effect of disconnection lesions on interhemispheric functional connectivity in rhesus monkeys
O’Reilly, J. X., Croxson, P. L., Jbabdi, S., Sallet, J., Noonan, M. P., Mars, R. B., Browning, P. G. F., Wilson, C. R. E., Mitchell, A. S., Miller, K. L., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1305062110 · Cited by 220 · see citing works
Independent hemispheric attentional systems mediate visual search in split-brain patients
Luck, S. J., Hillyard, S. A., Mangun, G. R., & Gazzaniga, M. S. (1989) · Nature · doi:10.1038/342543a0 · Cited by 211 · see citing works
Concurrent working memory load can reduce distraction
Kim, S.-Y., Kim, M.-S., & Chun, M. M. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0505454102 · Cited by 206 · see citing works
Measuring Integrated Information from the Decoding Perspective
Oizumi, M., Amari, S.-I., Yanagawa, T., Fujii, N., & Tsuchiya, N. (2016) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1004654 · Cited by 184 · see citing works
Unified framework for information integration based on information geometry
Oizumi, M., Tsuchiya, N., & Amari, S. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1603583113 · Cited by 156 · see citing works
Coutanche, M. N., & Thompson‐Schill, S. L. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00015 · Cited by 101 · see citing works
Information integration: its relevance to brain function and consciousness.
Tononi, G. (2010) · PubMed · Cited by 84 · see citing works
Self-citationDual Task Interactions Due Exclusively to Limits in Processing Resources
Holtzman, J. D., & Gazzaniga, M. S. (1982) · Science · doi:10.1126/science.7146915 · Cited by 77 · see citing works
Measuring Granger Causality between Cortical Regions from Voxelwise fMRI BOLD Signals with LASSO
Tang, W., Bressler, S. L., Sylvester, C. M., Shulman, G. L., & Corbetta, M. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002513 · Cited by 63 · see citing works
Lateralized division of attention in the commissurotomized and intact brain
Ellenberg, L., & Sperry, R. W. (1980) · Neuropsychologia · doi:10.1016/0028-3932(80)90144-x · Cited by 61 · see citing works
Mapping the Voxel-Wise Effective Connectome in Resting State fMRI
Wu, G., Stramaglia, S., Chen, H., Liao, W., & Marinazzo, D. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073670 · Cited by 55 · see citing works
Enhanced dual task performance following corpus commissurotomy in humans
Holtzman, J. D., & Gazzaniga, M. S. (1985) · Neuropsychologia · doi:10.1016/0028-3932(85)90018-1 · Cited by 47 · see citing works
Suppression of brain activity related to a car-following task with an auditory task: An fMRI study
Uchiyama, Y., Toyoda, H., Sakai, H., Shin, D., Ebe, K., & Sadato, N. (2011) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2011.11.002 · Cited by 42 · see citing works
Magnuson, M. E., Thompson, G. J., Pan, W., & Keilholz, S. D. (2013) · Brain Connectivity · doi:10.1089/brain.2013.0167 · Cited by 36 · see citing works
The split-brain: Rooting consciousness in biology
Gazzaniga, M. S. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1417892111 · Cited by 28 · see citing works
Coutanche, M. N., & Thompson‐Schill, S. L. (2014) · Journal of Visualized Experiments · doi:10.3791/51226 · Cited by 18 · see citing works
Medaglia, J. D., Satterthwaite, T. D., Moore, T. M., Ruparel, K., Gur, R. C., Gur, R. E., & Bassett, D. S. (2015) · arXiv (Cornell University) · doi:10.48550/arxiv.1510.08780 · Cited by 13 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Chen RH, Ito T, Kulkarni KR, Cole MW (2016) Large-scale multivariate activation states of the human brain. bioRxiv, dx.doi.org/10.1101/068221. Available at biorxiv.org/ content/early/2016/08/06/068221. Accessed September 14, 2016. · DOI
Cited by
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Segregated Systems of Human Brain Networks
Wig, G. S. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.09.006 · Cited by 351 · see citing works
Beyond Functional Connectivity: Investigating Networks of Multivariate Representations
Anzellotti, S., & Coutanche, M. N. (2018) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.12.002 · Cited by 130 · see citing works
Consciousness: The last 50 years (and the next)
Seth, A. K. (2018) · Brain and Neuroscience Advances · doi:10.1177/2398212818816019 · Cited by 125 · see citing works
Tagliazucchi, E. (2017) · Consciousness and Cognition · doi:10.1016/j.concog.2017.08.008 · Cited by 55 · see citing works
On the dangers of conflating strong and weak versions of a theory of consciousness
Lau, H. C., & Michel, M. (2020) · Philosophy and the Mind Sciences · doi:10.33735/phimisci.2020.ii.54 · Cited by 52 · see citing works
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Lau, H., & Michel, M. (2019) · doi:10.31234/osf.io/hjp3s · Cited by 52 · see citing works
Soffer‐Dudek, N. (2018) · British Journal of Clinical Psychology · doi:10.1111/bjc.12186 · Cited by 46 · see citing works
The Split-Brain Phenomenon Revisited: A Single Conscious Agent with Split Perception
Pinto, Y., de Haan, E. H. F., & Lamme, V. A. F. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.09.003 · Cited by 42 · see citing works
Applications of brain imaging methods in driving behaviour research
Haghani, M., Bliemer, M. C. J., Farooq, B., Kim, I., Li, Z., Oh, C. H., Shahhoseini, Z., & MacDougall, H. G. (2021) · Accident Analysis & Prevention · doi:10.1016/j.aap.2021.106093 · Cited by 41 · see citing works
Neural Correlates of Simulated Driving While Performing a Secondary Task: A Review
Palmiero, M., Piccardi, L., Boccia, M., Baralla, F., Cordellieri, P., Sgalla, R., Guidoni, U., & Giannini, A. M. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01045 · Cited by 40 · see citing works
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Salvesen, L., Capriglia, E., Dresler, M., & Bernardi, G. (2024) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2024.101908 · Cited by 36 · see citing works
Mindfulness Predicts Driver Engagement in Distracting Activities
Young, K. L., Koppel, S., Stephens, A. N., Osborne, R., Chambers, R., & Hassed, C. S. (2018) · Mindfulness · doi:10.1007/s12671-018-1060-7 · Cited by 34 · see citing works
Integrated world modeling theory expanded: Implications for the future of consciousness
Safron, A. (2022) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2022.642397 · Cited by 43 · see citing works
Consciousness in the Universe is Scale Invariant and Implies an Event Horizon of the Human Brain
Meijer, D. K. F., & Geesink, H. J. H. (2017) · NeuroQuantology · doi:10.14704/nq.2017.15.3.1079 · Cited by 32 · see citing works
Soffer‐Dudek, N., Todder, D., Shelef, L., Deutsch, I., & Gordon, S. C. (2018) · Journal of Personality · doi:10.1111/jopy.12391 · Cited by 28 · see citing works
20 Years of ASSC: are we ready for its coming of age?
Lau, H. C. (2017) · Neuroscience of Consciousness · doi:10.1093/nc/nix008 · Cited by 23 · see citing works
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Soffer‐Dudek, N. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1132800 · Cited by 24 · see citing works
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Verschure, P. F. M. J. (2022) · Behavioral and Brain Sciences · doi:10.1017/s0140525x21002028 · Cited by 2 · see citing works
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Denisov, E. I., Stepanyan, I. V., & Melnik, M. S. (2020) · Russian Journal of Occupational Health and Industrial Ecology · doi:10.31089/1026-9428-2020-60-2-136-140 · Cited by 2 · see citing works
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Driving behavior experiments using functional magnetic resonance imaging: A systematic review
Sadeghi‐Bazargani, H., Abdolrahmanzadeh, R., Bonabi, M. A., Taghizadeh, S., Rahnemayan, S., Narimani, M., & Ghojazadeh, M. (2026) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2026.103726
- Authors
- Sasai, S., Boly, M., Mensen, A., & Tononi, G.
- Affiliations
- University of Wisconsin–Madison (US)
- Corresponding author
- Tononi, Giulio
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2016-11-28
- Volume
- 113
- Issue
- 50
- Pages
- 14444-14449
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC5167162
- OpenAlex
- W2558379945
- Cited by
- 43
- References
- 38
- Citations by year
- 2026: 2 · 2024: 3 · 2023: 7 · 2022: 6 · 2021: 4 · 2020: 4 · 2019: 5 · 2018: 5 · 2017: 7
- FWCI
- 3.61
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- James S. McDonnell Foundation (220020255)
- Swiss National Science Foundation (P300P3-158505)
- Japan Society for the Promotion of Science (Postdoctoral Fellowship for Research Abroad)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- dual-task performance, driving simulator, GPS navigation, functional connectivity, information integration, integrated information, driving performance, brain networks
- MeSH terms
- Multitasking Behavior, Acoustic Stimulation, Adult, Automobile Driving, Computer Simulation, Humans, Functional Laterality, Magnetic Resonance Imaging, Male, Models, Neurological, Models, Psychological, Nerve Net, Task Performance and Analysis, Multivariate Analysis, Geographic Information Systems, Young Adult, Functional Neuroimaging
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