See my updated publications in Google Scholar

Journal Publications


      1. Cabral J, Hugues E, Sporns O, Deco G (2011) Role of Local Network Oscillations in Resting-State Functional Connectivity. NeuroImage (57) 130-139 url
      2.  Cabral J, Kringelbach  ML, Deco G (2012) Functional graph alterations in schizophrenia: a result from a global anatomical decoupling?Pharmacopsychiatry 45 (S1) S57–S64 url
      3. Cabral J, Hugues E, Kringelbach  ML, Deco G (2012) Modeling the outcome of structural disconnection on resting-state functional connectivity. NeuroImage (62) 1342–1353 url
      4. Cabral J, Fernandez HM, Hartevelt VTJ, James AC, Kringelbach ML, Deco G (2013) Structural connectivity in schizophrenia and its impact on the dynamics of spontaneous functional networks. Chaos 23 (4) url
      5. van Hartevelt TJ, Cabral J, Deco G, Møller A, Green AL, Aziz TZ, Kringelbach ML (2014) Neural plasticity in human brain connectivity: the effects of long term deep brain stimulation of the subthalamic nucleus in Parkinson's disease. PLoS One 9 (1) url
      6. Cabral J, Luckhoo H, Woolrich M, Joensson M, Mohseni H, Baker A, Kringelbach ML, Deco G  (2014) Exploring mechanisms of spontaneous MEG functional connectivity: How delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations. NeuroImage (90) 423-435 url
      7. Cabral J, Kringelbach ML, Deco G. (2014) Exploring the network dynamics underlying brain activity during rest. Progress in Neurobiology (114) 102-131 url
      8. Fernandes HM, Van Hartevelt TJ, Boccard SGJ, Owen SLF, Cabral J, Deco G, Green AL, Fitzgerald JJ, Aziz TZ, Kringelbach ML (2015) Novel fingerprinting method characterises the necessary and sufficient structural connectivity from deep brain stimulation electrodes for a successful outcome. New Journal of Physics 17 (1), 015001 url
      9. Váša F, Shanahan M, Hellyer PJ, Scott G, Cabral J, Leech R (2015) Effects of lesions on synchrony and metastability in cortical networks. NeuroImage 118, 456-467 url
      10. Deco G, Cabral J, Woolrich MW, Stevner ABA, van Hartevelt TJ, Kringelbach ML (2017) Single or multiple frequency generators in on-going brain activity: A mechanistic whole-brain model of empirical MEG data. NeuroImage, Volume 152, Pages 538-550 url
      11. Cabral J, Kringelbach ML, Deco G (2017) Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms. NeuroImage, ISSN 1053-8119 url
      12. Cabral J, Vidaurre D, Marques P, Magalhães R, Silva Moreira P, Soares JM, Deco G, Sousa N, Kringelbach ML (2017) Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest. Scientific Reports 2017; 7: 5135. url
      13. Saenger V, Kahan J, Foltyne T, Friston K, Aziz T, Green A, van Hartevelt T, Cabral J, Stevner A, Fernandes H, Mancini L, Thornton J, Yousry T, Limousin P, Zrinzo L, Hariz M, Marques P, Sousa N, Deco G (2017) Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson’s disease. Scientific Reports (7) 9882
      14. Deco G; Cabral J, Saenger VM, Boly M, Tagliazucchi E, Laufs H, Van Someren E, Jobst B, Stevner A, Kringelbach ML (2018) Perturbation of whole-brain dynamics in silico reveals mechanistic differences between brain states. Neuroimage 169:46-56
      15. Deco G, Cruzat J, Cabral J, Knudsen GM, Carhart-Harris RL, Whybrow PC, Logothetis NK, Kringelbach ML (2018) Whole-Brain Multimodal Neuroimaging Model Using Serotonin Receptor Maps Explains Non-linear Functional Effects of LSD. Current Biology.
      16. Stevner ABA, Vidaurre D, Cabral J, Rapuano K, Nielsen SFV, Tagliazucchi E, Laufs H, Vuust P, Deco G, Woolrich MW, Van Someren E, Kringelbach ML (2019) Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep. Nature communications, 10(1), p.1035.
      17. Figueroa CA, Cabral J, Mocking RJT, et al. (2019) Altered ability to access a clinically relevant control network in patients remitted from major depressive disorder. Human Brain Mapping. 2019; 1– 16. url
      18. Lord LD, Expert P, Atasoy S, Roseman L, Rapuano K, Lambiotte R, Nutt DJ, Deco G, Carhart-Harris RL, Kringelbach ML, Cabral J (2019) Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin. NeuroImage 199:127-142 url
      19. Deco G, Cruzat J, Cabral J, Tagliazucchi E, Laufs H, Logothetis NK, Kringelbach ML (2019) Awakening: Predicting external stimulation to force transitions between different brain states. Proceedings of the National Academy of Sciences. 3;116(36):18088-97.
      20. Fernandes HM, Cabral J, Van Hartevelt TJ, Lord LD, Gleesborg C, Moller A, Deco G, Whybrow PC, Petrovic P, James AC, Kringelbach ML (2019) Disrupted brain structural connectivity in Pediatric Bipolar Disorder with psychosis. Scientific Reports.
      21. Stark EA, Cabral J, Riem MM, Van IJzendoorn MH, Stein A, Kringelbach ML (2020) The power of smiling: the adult brain networks underlying learned infant emotionality. Cerebral Cortex. Apr 14;30(4):2019-29. doi.org/10.1093/cercor/bhz219
      22. Heggli OA, Cabral J, Konvalinka I, Vuust P, Kringelbach ML (2019) A Kuramoto model of self-other integration across interpersonal synchronization strategies'. PLoS Computational Biology.
      23. Kringelbach ML, Cruzat J, Cabral J, Knudsen GM, Carhart-Harris R, Whybrow PC, Logothetis NK, Deco G (2020) Dynamic coupling of whole-brain neuronal and neurotransmitter systems. Proceedings of the National Academy of Sciences, 117(17), 9566-9576.
      24. Vohryzek J, Deco G, Cessac B, Kringelbach ML, Cabral J (2020) Ghost Attractors in Spontaneous Brain Activity: Recurrent Excursions Into Functionally-Relevant BOLD Phase-Locking States. Frontiers in Systems Neuroscience. 14.
      25. Heggli OA, Konvalinka I, Cabral J, Brattico E, Kringelbach M, Vuust P (2020) Transient brain networks underlying interpersonal strategies during synchronized action. Social Cognitive and Affective Neuroscience. 2020 Apr 27.
      26. Larabi DI, Renken RJ, Cabral, J, Marsman JBC, Aleman A and Ćurčić-Blake B (2020) Trait self-reflectiveness relates to time-varying dynamics of resting state functional connectivity and underlying structural connectomes: Role of the default mode network. NeuroImage, p.116896.
      27. Alonso Martinez S, Deco G, Ter Horst GJ, Cabral J (2020) The dynamics of functional brain networks associated with depressive symptoms in a nonclinical sample. Front. Neural Circuits | doi: 10.3389/fncir.2020.570583
      28. Shine JM, Müller EJ, Munn B, Cabral J, Moran RJ, Breakspear M. (2021) Computational models link cellular mechanisms of neuromodulation to large-scale neural dynamics. Nature neuroscience. 24(6):765-76.. https://doi.org/10.1038/s41593-021-00824-6
      29. Glomb, K, Cabral, J, Cattani, A., Mazzoni, A., Raj, A., Franceschiello, B. (2021) Computational models in Electroencephalography.  Brain Topography, 1-20 https://doi.org/10.1007/s10548-021-00828-2
      30. Wan Wong, Joana Cabral, Riddhi Rane, Ronald Ly, Morten Kringelbach and Jamie Feusner (2021) Effects of visual attention modulation on dynamic functional connectivity during own-face viewing in body dysmorphic disorder Neuropsychopharmacology 28:1-9.
      31. Anyaeji CI, Cabral J, Silbersweig D. (2021) On a Quantitative Approach to Clinical Neuroscience in Psychiatry: Lessons from the Kuramoto Model. Harvard review of psychiatry. 1;29(4):318-26.
      32. Strindberg, M., Fransson, P., Cabral, J., & Ådén, U. (2021). Spatiotemporally flexible subnetworks reveal the quasi-cyclic nature of integration and segregation in the human brain. NeuroImage, 118287.
      33. Bonetti L, Brattico E, Carlomagno F, Donati G, Cabral J, Haumann NT, Deco G, Vuust P, Kringelbach ML. (2021) Rapid encoding of musical tones discovered in whole-brain connectivity. NeuroImage. 20:118735.
      34. Glomb, K., Cabral, J., Cattani, A. et al. Computational Models in Electroencephalography. Brain Topogr 35, 142–161 (2022). https://doi.org/10.1007/s10548-021-00828-2
      35. Cahart, M.S., Dell’Acqua, F., Giampietro, V., Cabral, J., Timmers, M., Streffer, J., Einstein, S., Zelaya, F., Williams, S.C. and O’Daly, O., 2022. Test-retest reliability of time-varying patterns of brain activity across single band and multiband resting-state functional magnetic resonance imaging in healthy older adults. Frontiers in human neuroscience, 16, p.980280. https://doi.org/10.3389/fnhum.2022.980280
      36. Sutherland Blair, D., Soriano Mas, C., Cabral, J., Moreira, P., Morgado, P. and Deco, G., 2022. Complexity changes in functional state dynamics suggest focal connectivity reductions. Frontiers in Human Neuroscience. 2022; 16: 958706. https://doi.org/10.3389/fnhum.2022.958706
      37. Farinha, M., Amado, C., Morgado, P., & Cabral, J. (2022). Increased excursions to functional networks in schizophrenia in the absence of task. Frontiers in Neuroscience, 16, 821179. https://doi.org/10.3389/fnins.2022.821179
      38. Cabral, J., Jirsa, V., Popovych, O.V., Torcini, A. and Yanchuk, S., 2022. From Structure to Function in Neuronal Networks: Effects of Adaptation, Time-Delays, and Noise. Frontiers in Systems Neuroscience, 16, p.871165. https://doi.org/10.3389/fnsys.2022.871165
      39.  Sorrentino, P., Ambrosanio, M., Rucco, R., Cabral, J., Gollo, L.L., Breakspear, M. and Baselice, F., 2022. Detection of cross-frequency coupling between brain areas: An extension of phase linearity measurement. Frontiers in Neuroscience, 16, p.846623. https://doi.org/10.3389/fnins.2022.846623
      40.  Hancock, F., Rosas, F.E., Mediano, P.A., Luppi, A.I., Cabral, J., Dipasquale, O. and Turkheimer, F.E., 2022. May the 4C's be with you: an overview of complexity-inspired frameworks for analysing resting-state neuroimaging data. Journal of the Royal Society Interface, 19(191), p.20220214. https://doi.org/10.1098/rsif.2022.0214
      41.  Vohryzek, J., Cabral, J., Vuust, P., Deco, G. and Kringelbach, M.L., 2022. Understanding brain states across spacetime informed by whole-brain modelling. Philosophical Transactions of the Royal Society A, 380(2227), p.20210247. https://doi.org/10.1098/rsta.2021.0247
      42.  Cabral, J., Castaldo, F., Vohryzek, J. et al. Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome. Commun Phys 5, 184 (2022). https://doi.org/10.1038/s42005-022-00950-y
      43.  Fasano, M.C., Cabral, J., Stevner, A., Vuust, P., Cantou, P., Brattico, E. and Kringelbach, M.L., 2023. The early adolescent brain on music: Analysis of functional dynamics reveals engagement of orbitofrontal cortex reward system. Human Brain Mapping, 44(2), pp.429-446. https://doi.org/10.1002/hbm.26060
      44.  Hancock, F., Cabral, J., Luppi, A.I., Rosas, F.E., Mediano, P.A., Dipasquale, O. and Turkheimer, F.E., 2022. Metastability, fractal scaling, and synergistic information processing: What phase relationships reveal about intrinsic brain activity. NeuroImage, 259, p.119433. https://doi.org/10.1016/j.neuroimage.2022.119433
      45.  Caetano, I., Ferreira, S., Coelho, A., Amorim, L., Castanho, T.C., Portugal-Nunes, C., Soares, J.M., Gonçalves, N., Sousa, R., Reis, J. and Lima, C., 2022. Perceived stress modulates the activity between the amygdala and the cortex. Molecular Psychiatry, 27(12), pp.4939-4947. https://doi.org/10.1038/s41380-022-01780-8
      46.  Luppi, A.I., Cabral, J., Cofre, R., Destexhe, A., Deco, G. and Kringelbach, M.L., 2022. Dynamical models to evaluate structure–function relationships in network neuroscience. Nature Reviews Neuroscience, 23(12), pp.767-768. https://doi.org/10.1038/s41583-022-00646-w
      47.  Vohryzek, J., Cabral, J., Castaldo, F., Sanz-Perl, Y., Lord, L.D., Fernandes, H., Litvak, V., Kringelbach, M.L. and Deco, G., 2022. Dynamic sensitivity analysis: Defining personalised strategies to drive brain state transitions via whole brain modelling. Computational and Structural Biotechnology Journal. https://doi.org/10.1016/j.csbj.2022.11.060
      48.  Marschall, T.M., Koops, S., Brederoo, S.G., Cabral, J., Ćurčić-Blake, B. and Sommer, I.E., 2023. Time varying dynamics of hallucinations in clinical and non-clinical voice-hearers. NeuroImage: Clinical, 37, p.103351. https://doi.org/10.1016/j.nicl.2023.103351
      49.  Tuulari, J.J., Rajasilta, O., Cabral, J., Kringelbach, M.L., Karlsson, L. and Karlsson, H., 2023. Maternal prenatal distress exposure negatively associates with the stability of neonatal frontoparietal network. Stress, pp.2023-01. https://doi.org/10.1080/10253890.2023.2275207
      50.  Cabral, J., Fernandes, F.F. & Shemesh, N. Intrinsic macroscale oscillatory modes driving long range functional connectivity in female rat brains detected by ultrafast fMRI. Nat Commun 14, 375 (2023). https://doi.org/10.1038/s41467-023-36025-x
      51.  Hancock, F., Rosas, F.E., McCutcheon, R.A., Cabral, J., Dipasquale, O. and Turkheimer, F.E., 2023. Metastability as a candidate neuromechanistic biomarker of schizophrenia pathology. Plos one, 18(3), p.e0282707. https://doi.org/10.1371/journal.pone.0282707
      52.  Kurtin, D.L., Giunchiglia, V., Vohryzek, J., Cabral, J., Skeldon, A.C. and Violante, I.R., 2023. Moving from phenomenological to predictive modelling: Progress and pitfalls of modelling brain stimulation in-silico. Neuroimage, 272, p.120042. https://doi.org/10.1016/j.neuroimage.2023.120042
      53.  Castaldo, F., Dos Santos, F.P., Timms, R.C., Cabral, J., Vohryzek, J., Deco, G., Woolrich, M., Friston, K., Verschure, P. and Litvak, V., 2023. Multi-modal and multi-model interrogation of large-scale functional brain. NeuroImage, p.120236. https://doi.org/10.1016/j.neuroimage.2023.120236
      54.  Eraifej, J., Cabral, J., Fernandes, H.M., Kahan, J., He, S., Mancini, L., Thornton, J., White, M., Yousry, T., Zrinzo, L. and Akram, H., 2023. Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation. Network Neuroscience, 7(2), pp.478-495. https://doi.org/10.1162/netn_a_00297
      55.  Luppi, A.I., Cabral, J., Cofre, R., Mediano, P.A., Rosas, F.E., Qureshi, A.Y., Kuceyeski, A., Tagliazucchi, E., Raimondo, F., Deco, G. and Shine, J.M., 2023. Computational modelling in disorders of consciousness: closing the gap towards personalised models for restoring consciousness. NeuroImage, 275, p.120162. https://doi.org/10.1016/j.neuroimage.2023.120162
      56.  Alonso, S., Tyborowska, A., Ikani, N., Mocking, R.J., Figueroa, C.A., Schene, A.H., Deco, G., Kringelbach, M.L., Cabral, J. and Ruhé, H.G., 2023. Depression recurrence is accompanied by longer periods in default mode and more frequent attentional and reward processing dynamic brain‐states during resting‐state activity. Human brain mapping, 44(17), pp.5770-5783. https://doi.org/10.1002/hbm.26475

Book Chapters


Cabral J, Deco GSpontaneous Activity, Models of. Encyclopedia of Computational Neuroscience: SpringerReference. Jaeger D., Jung R. (Ed.) Springer-Verlag Berlin Heidelberg, 2013 url

Posters in International Conferences

    1. Cruzat J, Cabral J, Moos Knudsen G, Carhart-Harris R, Whybrow PC, Logothetis NK, Kringelbach ML, Deco G. Mechanisms of the non-linear interactions between the neuronal and neurotransmitter systems explained by causal whole-brain modeling.  Conference on Cognitive Computational Neuroscience, Berlin, Germany, 2019 & Bernstein Conference, Berlin, Germany 2019 url
    2. Glomb K, Cabral J, Carboni M, Rubega M, Tourbier S, Vulliemoz S, Mullier E, Kringelbach M, Iannotti G, Seeber M, Hagmann P. Augmenting the source-level EEG signal using structural connectivity. Computational Neuroscience Meeting, Barcelona, Spain, 2019. url
    3. Moreira P, Costa, Sousa N, Soriano-Mas C, Morgado P , Cabral J. Disrupted Functional Connectivity Dynamics in Obsessive-Compulsive DisorderOrganization for Human Brain Mapping, Rome, Italy, 2019.
    4. Vohryzek J, Cabral J, Lord LD, Carhart-Harris R, Deco G, Kringelbach M. Whole-brain network modelling of psilocybin treatment for depression. Organization for Human Brain Mapping, Rome, Italy, 2019 & Computational Neuroscience Meeting, Barcelona, Spain, 2019. url
    5. Bonetti L, Brattico E, Cabral J, Stevner A , Haumann N, Deco G, Vuust P, Kringelbach M Spatiotemporal brain dynamics during the recognition of music by Johann Sebastian Bach.  Organization for Human Brain Mapping, Rome, Italy, 2019.
    6. Ahrends C , Cabral J, Stevner A, Vuust P, Kringelbach M. Dynamic network changes of auditorily biased decision-making. Organization for Human Brain Mapping, Rome, Italy, 2019.
    7. Magalhães R, Barrière D, Novais A, Sousa J, Cerqueira J, Cachia A, Jay T, Boumezbeur F, Deco G, Kringelbach M, Mériaux S, Sousa N, Cabral J. Computational Model of the functional connectivity of the rodent brain. Organization for Human Brain Mapping, Rome, Italy, 2019.
    8. Stark E, Cabral J, Riem M, Van IJzendoorn M, Stein A, Kringelbach M. The Power of Smiling: The Adult Brain Networks Underlying Learned Infant Temperament.  Organization for Human Brain Mapping, Rome, Italy, 2019.
    9. Fernandes H, Cabral J, Petersen M, van Hartevelt TJ, James AC, Deco G, & Kringelbach ML. Understanding the neurobiology of early-onset bipolar disorder with psychosis. FENS Spring Brain conference, 2014
    10. van Hartevelt, TJ, Cabral, J, Møller, A., Fitzgerald, J. J., Green, A. L., Aziz, T. Z., … Kringelbach, M. L. First evidence of neural mechanisms of Hebbian changes in white matter tracts induced by long-term deep brain stimulation.  Annual Meeting of the Society for Neuroscience, Washington DC, USA, 2014
    11. Cabral J, Fernandes H, V Hartevelt T, James A, Kringelbach ML, Deco G. "Disrupted connectivity in schizophrenia: modelling the impact of structural connectivity changes on the dynamics of spontaneous functional networks". 22nd Computational Neuroscience Meeting, Paris, France, 2013
    12. Cabral J, van Hartevelt T, Kringelbach ML, Deco G. "Modelling the dynamical impact of inter-subject structural variability in resting-state functional networks". 42nd Annual Meeting of the Society for Neuroscience, New Orleans, USA, 2012
    13. van Hartevelt TJ, Cabral J, Green AL, Aziz TZ, Kringelbach ML. "Human brain connectivity: the effects of long term Deep Brain Stimulation". 42nd Annual Meeting of the Society for Neuroscience, New Orleans, USA, 2012
    14. Cabral J, Deco G. "Brain activity during rest: a signature of the dynamics of coupled oscillatory brain areas?". 3rd Resting-State Brain Connectivity, Magdeburg, Germany, September 2012
    15. Cabral J, Luckhoo H, Woolrich M, Joensson M, Mohseni H, Kringelbach ML, Deco G "A computational model of resting-state magnetoencephalography". 18th International Conference on Biomagnetism, Paris, France, August 2012.
    16. Cabral J, Kringelbach ML, Deco G. "Robustness of healthy resting-state brain dynamics to anatomical connectome attacks". The 8th FENS Forum of Neuroscience, Barcelona, Spain, 14 - 18 July, 2012
    17. Cabral J, Luckhoo H, Woolrich M, Joensson M, Mohseni H, Kringelbach ML, Deco G. "MEG activity can be predicted by a network of weakly coupled oscillators". 41st Annual Meeting of the Society for Neuroscience, Washington, USA, November, 2011.
    18. Cabral J, Luckhoo H, Woolrich M, Joensson M, Mohseni H, Kringelbach M, Deco G. "Modeling the dynamical mechanism of band specific MEG functional connectivity during rest". Champalimaud Neuroscience Symposium, September 2011, Lisbon, Portugal  url 
    19. Cabral J, Hugues E, Deco G. "Simulated functional networks in health and schizophrenia: a graph theoretical approach"    * student's poster award. 20th Computational Neuroscience Meeting CNS, Stockholm, Sweden, 2011 url     
    20.  Cabral J, Hugues E, Koetter R, Sporns O, and Deco G. "Modeling the Role of Local Oscillations in Resting Brain Correlations". 40th Annual Meeting of the Society for Neuroscience, Program 109.3/MMM62 , San Diego, USA, 2010.
    21. Cabral J, E. Hugues, R. Koetter, O. Sporns, and G. Deco. "The Role of Local Oscillations in Resting-State Functional Connectivity". 7th FENS: Forum of European Neuroscience, Poster 130.13, Amsterdam, The Netherlands, 2010.
    22. Cabral J, Hugues E, Koetter R, Sporns O, and Deco G. "Model of Slow Fluctuations in Brain Activity During Rest". 16th Annual Meeting of the Organization for Human Brain Mapping, Abstract n. 1185 MT-PM, Barcelona, Spain, 2010.
    23.  Cabral J, E. Hugues, R. Koetter, O. Sporns, and Deco G. "How Fast Oscillations lead to Slow Brain Correlations During Rest". SYNCLINE 2010: Syncronization in Complex Networks, 458th WE-Heraeus-Seminar, Bad Honnef, Germany, 2010.
    24. Cabral J, Hugues E, and Deco G. "Inter-Cortical Time Delays Shape the Brain in Dynamical Networks During Rest". BMC Neuroscience 2009, 10 (Suppl 1):P70, 18th Computational Neuroscience Meeting CNS, Berlin, Germany, 2009. url
    25. Secca MF, Fernandes H, Cabral J and Leal A. "Optimization of fMRI Processing Parameters for Simultaneous Acquisition of EEG/fMRI in Focal Epilepsy IFMBE Proceedings, (20)505-508, 14th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, Riga, Latvia, 2008. url 
    26.  Secca MF, Leal A, Cabral J and Fernandes H. "Comparison of methods and co-registration maps of EEG and fMRI in Occipital Lobe Epilepsy”. IFMBE Proceedings, 16(14):505-508, 11th Mediterranean Conference on Medical and Biomedical Engineering and Computing, Ljubljana, Slovenia, 2007. url