Research output per year
Research output per year
Personal profile
Research Interests
Computational neuroscience and machine learning applied to the understanding of healthy and pathological brain states, including states of consciousness, healthy and pathological aging, and pharmacological interventions. Development of whole-brain models to construct and evaluate mechanistic neurobiological hypothesis concerning the emergence of different brain states. Use of tools from physics and computer science (dynamical systems modeling, statistical physics, machine intelligence) for the data-driven discovery of biomarkers of conscious awareness and neurodegeneration. Also interested in theoretical approaches to foundational issues in cognitive neuroscience and consciousness research.
Key Words
Consciousness, Cognition, Computational Neuroscience, Psychedelics, Machine Learning, Aging, Neurodegeneration.
Profession
Bachelor of Science in Physics, Universidad de Buenos Aires 2010
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Goethe-Universität Frankfurt am Main
Award Date: 19 Feb 2015
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A model of phase-coupled delay equations for the dynamics of word usage
Pardo Pintos, A., Shalom, D. E., Tagliazucchi, E., Mindlin, G. & Trevisan, M., Sep 2023, In: Chaos, Solitons and Fractals. 174, 113876.Research output: Contribution to journal › Article › peer-review
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A whole-brain model of the neural entropy increase elicited by psychedelic drugs
Herzog, R., Mediano, P. A. M., Rosas, F. E., Lodder, P., Carhart-Harris, R., Perl, Y. S., Tagliazucchi, E. & Cofre, R., Dec 2023, In: Scientific Reports. 13, 1, 6244.Research output: Contribution to journal › Article › peer-review
Open Access -
Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness
Luppi, A. I., Cabral, J., Cofre, R., Mediano, P. A. M., Rosas, F. E., Qureshi, A. Y., Kuceyeski, A., Tagliazucchi, E., Raimondo, F., Deco, G., Shine, J. M., Kringelbach, M. L., Orio, P., Ching, S. N., Sanz Perl, Y., Diringer, M. N., Stevens, R. D. & Sitt, J. D., 15 Jul 2023, In: NeuroImage. 275, 120162.Research output: Contribution to journal › Article › peer-review
Open Access -
Entropy production of multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain
Gilson, M., Tagliazucchi, E. & Cofré, R., Feb 2023, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 107, 2, 024121.Research output: Contribution to journal › Article › peer-review
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Human brain effects of DMT assessed via EEG-fMRI
Timmermann, C., Roseman, L., Haridas, S., Rosas, F. E., Luan, L., Kettner, H., Martell, J., Erritzoe, D., Tagliazucchi, E., Pallavicini, C., Girn, M., Alamia, A., Leech, R., Nutt, D. J. & Carhart-Harris, R. L., 28 Mar 2023, In: Proceedings of the National Academy of Sciences of the United States of America. 120, 13, e2218949120.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations