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Enzo Rodolfo Tagliazucchi

Profesor

Universidad Adolfo Ibánez

Santiago, Chile

Development and application of tools from artificial inteligence, deep learning and dynamical systems modeling to multimodal neuroimaging data to unveil the neurobiological mechanisms underlying different physiological and pathological brain states.

FISICA, UNIVERSIDAD DE BUENOS AIRES . Argentina, 2010
FISICA, Johann-Wolfgang Goethe University Frankfurt am Main. Alemania, 2015

Profesor Asociado Part Time

Universidad de Buenos Aires

Fisica

Argentina

2019 - A la fecha
Investigador Adjunto Part Time

CONICET

Chile

2017 - Sin Información
Profesoer visitante Part Time

UNIVERSIDAD DE VALPARAISO

Chile

2019 - 2019
Profesor adjunto en la Maestría en Neurociencia Part Time

Universidad Favaloro

Argentina

2018 - 2019
Profesor invitado Part Time

Universidad de Buenos Aires

Argentina

2017 - 2017
Profesor Adjunto Part Time

Universidad de San Martin

Chile

2017 - 2018
Profesor invitado Part Time

Universidad de San Andrés

Buenos Aires, Chile

2016 - 2016
Profesor invitado Part Time

Jagiellonian University Krakow

Krakow, Polonia

2014 - 2014
Profesor invitado Part Time

Hamburg-Eppendorf University Hospital

Hamburgo, Alemania

2012 - 2016
Ayudante docente Part Time

Universidad de San Andrés

Argentina

2010 - 2011
Ayudante docente Part Time

Universidad de Buenos Aires

Fisica

CABA, Argentina

2008 - 2010
Ayudante docente Part Time

Universidad de Buenos Aires

CABA, Argentina

2006 - 2008

Investigador Full Time

Instituto del Cerebro y la Médula Espinal, INSERM

Francia

2017 - 2018
Investigador Postdoctoral Full Time

Instituto de Neurociencias de Holanda,

Holanda

2016 - 2017
Investigador Postdoctoral Full Time

Christian Albrechts University Kiel

Kiel, Alemania

2015 - 2015
Investigador Postdoctoral Full Time

Johann Wolfgang Goethe University Frankfurt am Main

Frankfurt am Main, Chile

2011 - 2015
Investigador Doctoral Full Time

Universidad de Buenos Aires

Buenos Aires , Argentina

2010 - 2011
Sr. Data Scientist Full Time

Globant, Inc

Los Angeles , Estados Unidos

2013 - 2014

Co-director de carrera de inv. científico (asistente) de Yonatan Sanz Perl.

Tesis de licenciatura de en física de Camila Sanz, Universidad de Buenos Aires (2017-finalizada)

Tesis de licenciatura en física de Sofia del Pozo, Universidad de Buenos Aires (2017-finalizada)

Tesis de licenciatura en física de Alejandro Pardo Pintos, Universidad de Buenos Aires (2017-finalizada)

Tesis de licenciatura en computación de Matías Laporte, Universidad de Buenos Aires (2018-finalizada)

Tesis de bachiller en ingeniería de Stefan Bossen, Kiel University, Alemania (2015, finalizada)

Tesis de licenciatura en psicología de Federico Cavanna, Universidad de Buenos Aires (2016-finalizada)

Tesis de maestría en neurociencias cognitivas de Yayla Ilksoy, Universidad de Amsterdam (2019-finalizada)

Tesis de licenciatura en física de Ignacio Pérez Ipiña, Universidad de Buenos Aires (2018-finalizada)

Tesis doctoral de Martina Gonzalez-Vilas, Universidad de San Martin (2017-2018)

Tesis doctoral de Matias Palmucci, Universidad de San Martin (2017-actual)

Tesis doctoral de Federico Zamberlan, Universidad de Buenos Aires (2017-actual)

Tesis doctoral de Camila Sanz, Universidad de Buenos Aires (2019-actual)

Tesis doctoral de Juan Piccini, Universidad de Buenos Aires (2019-actual)

Tesis doctoral de Débora Copa, Universidad de Buenos Aires (2019-actual)

Beca postdoctoral de Rocio Martinez Vivot, Universidad de Buenos Aires (2017-actual)

Beca postdoctoral de Carla Pallavicini, Universidad de Buenos Aires (2017-actual)

Tesis de licenciatura en física de Matías Battochia, Universidad de Buenos Aires (2018-actual)

Tesis de licenciatura en física Ariel Berardino, Universidad de Buenos Aires (2019-actual)

Tesis de licenciatura en física Martín Bálsamo, Universidad de Buenos Aires (2020-actual)

Tesis de licenciatura en física de Mariano Nicolini, Universidad de Buenos Aires (2020-actual)

Tesis de licenciatura en computación de Martín González Coll, Universidad de Buenos Aires (2020-actual)

Tesis de licenciatura en biología de Ivan Caro, Universidad de Buenos Aires (2020-actual)

Investigaciones sobre el uso de neuroimágenes y métodos de la física estadística para comprender los estados no-ordinarios de conciencia y la dinámica cerebral general (publicados, entre otras revistas, en Neuron, PNAS, Current Biology, Physical Review Letters, Science Advances, Nature Communications) han sido cubiertas por Time Magazine, Huffington Post, La Nación, Página 12, New Scientist, VICE, IFLscience, además de otros medios escritos y diversas entrevistas radiales y televisivas, tanto nacionales como internacionales.

Nuestro trabajo reciente sobre la cuantificación de niveles de conciencia en pacientes vegetativos y con otros desórdenes de conciencia recibió amplia cobertura nacional (Página 12, La Nación) e internacional. Un resumen del trabajo en relación a mi tarea como investigador hasta el momento puede encontrarse en la siguiente nota: https://www.statnews.com/2019/02/06/detecting-consciousness-in-flickering-brain-signals/

Para más información sobre la cobertura de nuestro trabajo en medios de comunicación, visitar https://www.cocucolab.org

Periódicamente y junto con otros miembros de mi laboratorio realizamos tareas de extensión pro bono en escuelas secundarias e instituciones privadas y gubernamentales para proporcionar información sobre adicción, consumo problemático de sustancias, y minimización de riesgos (e.g. Colegio Nacional de Buenos Aires, Comisión Nacional de Energía Atómica – Centro Atómico Ezeiza, Escuela de Teatro Niní Marshal). Los contenidos se basan en el libro que escribimos en colaboración con varios colegas del ámbito científico nacional: www.sobredrogas.com.ar

Algunas de mis notas de extensión destinadas a público amplio se encuentran en la plataforma de El Gato y la Caja, y pueden accederse mediante el siguiente link: https://elgatoylacaja.com.ar/author/enzo/

Scholar Award in Understanding Human Cognition

James S. McDonnell

Estados Unidos, 2018

Nominado y finalista para el premio “Scholar Award in Understanding Human Cognition“ de la fundación James S. McDonnell (600.000 dólares)
Premio Enrique Gaviola en Física y Matemática

Academia Nacional de Ciencias

Argentina, 2021

Premio anual a investigadores jóvenes.


A whole-brain model of the neural entropy increase elicited by psychedelic drugs Herzog, Ruben; Mediano, Pedro A. M.; Rosas, Fernando E.; Lodder, Paul; Carhart-Harris, Robin; Perl, Yonatan Sanz; Tagliazucchi, Enzo; Cofre, Rodrigo Article ISI SCIENTIFIC REPORTS (2023)
Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness Luppi, Andrea I.; Cabral, Joana; Cofre, Rodrigo; Mediano, Pedro A. M.; Rosas, Fernando E.; Qureshi, Abid Y.; Kuceyeski, Amy; Tagliazucchi, Enzo; Raimondo, Federico; Deco, Gustavo; Shine, James M.; Kringelbach, Morten L.; Orio, Patricio; Ching, ShiNung; Perl, Yonatan Sanz; Diringer, Michael N.; Stevens, Robert D.; Sitt, Jacobo Diego Article ISI NEUROIMAGE (2023)
Human brain effects of DMT assessed via EEG-fMRI Timmermann, Christopher; Roseman, Leor; Haridas, Sharad; Rosas, Fernando E.; Luan, Lisa; Kettner, Hannes; Martell, Jonny; Erritzoe, David; Tagliazucchi, Enzo; Pallavicini, Carla; Girn, Manesh; Alamia, Andrea; Leech, Robert; Nutt, David J.; Carhart-Harris, Robin L. Article ISI PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2023)
Low-dimensional organization of global brain states of reduced consciousness Perl, Yonatan Sanz; Pallavicini, Carla; Piccinini, Juan; Demertzi, Athena; Bonhomme, Vincent; Martial, Charlotte; Panda, Rajanikant; Alnagger, Naji; Annen, Jitka; Gosseries, Olivia; Ibanez, Agustin; Laufs, Helmut; Sitt, Jacobo D.; Jirsa, Viktor K.; Kringelbach, Morten L.; Laureys, Steven; Deco, Gustavo; Tagliazucchi, Enzo Article ISI CELL REPORTS (2023)
Model-based whole-brain perturbational landscape of neurodegenerative diseases Sanz Perl, Yonatan; Fittipaldi, Sol; Gonzalez Campo, Cecilia; Moguilner, Sebastian; Cruzat, Josephine; Fraile-Vazquez, Matias E.; Herzog, Ruben; Kringelbach, Morten L.; Deco, Gustavo; Prado, Pavel; Ibanez, Agustin; Tagliazucchi, Enzo; Irish, Muireann Article ISI ELIFE (2023)
One ring to rule them all: The unifying role of prefrontal cortex in steering task-related brain dynamics Deco, Gustavo; Perl, Yonatan Sanz; Ponce-Alvarez, Adrian; Tagliazucchi, Enzo; Whybrow, Peter C.; Fuster, Joaquin; Kringelbach, Morten L. Article ISI PROGRESS IN NEUROBIOLOGY (2023)
Source space connectomics of neurodegeneration: One-metric approach does not fit all Prado, Pavel; Moguilner, Sebastian; Mejia, Jhony A.; Sainz-Ballesteros, Agustin; Otero, Monica; Birba, Agustina; Santamaria-Garcia, Hernando; Legaz, Agustina; Fittipaldi, Sol; Cruzat, Josephine; Tagliazucchi, Enzo; Parra, Mario; Herzog, Ruben; Ibanez, Agustin Article ISI NEUROBIOLOGY OF DISEASE (2023)
Temporal Irreversibility of Large-Scale Brain Dynamics in Alzheimer's Disease Cruzat, Josephine; Herzog, Ruben; Prado, Pavel; Sanz-Perl, Yonatan; Gonzalez-Gomez, Raul; Moguilner, Sebastian; Kringelbach, Morten L.; Deco, Gustavo; Tagliazucchi, Enzo; Ibanez, Agustin Article ISI JOURNAL OF NEUROSCIENCE (2023)
Temporal irreversibility of neural dynamics as a signature of consciousness Alethia de la Fuente, Laura; Zamberlan, Federico; Bocaccio, Hernan; Kringelbach, Morten; Deco, Gustavo; Sanz Perl, Yonatan; Pallavicini, Carla; Tagliazucchi, Enzo Article ISI CEREBRAL CORTEX (2023)
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations Perl, Yonatan Sanz; Zamora-Lopez, Gorka; Montbrio, Ernest; Monge-Asensio, Marti; Vohryzek, Jakub; Fittipaldi, Sol; Campo, Cecilia Gonzalez; Moguilner, Sebastian; Ibanez, Agustin; Tagliazucchi, Enzo; Yeo, B. T. Thomas; Kringelbach, Morten L.; Deco, Gustavo Article ISI NETWORK NEUROSCIENCE (2023)
The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states G-Guzman, Elvira; Perl, Yonatan Sanz; Vohryzek, Jakub; Escrichs, Anira; Manasova, Dragana; Turker, Basak; Tagliazucchi, Enzo; Kringelbach, Morten; Sitt, Jacobo D.; Deco, Gustavo Article ISI INTERFACE FOCUS (2023)
Toward naturalistic neuroscience: Mechanisms underlying the flattening of brain hierarchy in movie-watching compared to rest and task Kringelbach, Morten L.; Perl, Yonatan Sanz; Tagliazucchi, Enzo; Deco, Gustavo Article ISI SCIENCE ADVANCES (2023)
Visual deep learning of unprocessed neuroimaging characterises dementia subtypes and generalises across non-stereotypic samples Moguilner, Sebastian; Whelan, Robert; Adams, Hieab; Valcour, Victor; Tagliazucchi, Enzo; Ibanez, Agustin Article ISI EBIOMEDICINE (2023)
Automated text-level semantic markers of Alzheimer's disease Sanz, Camila; Carrillo, Facundo; Slachevsky, Andrea; Forno, Gonzalo; Tempini, Maria Luisa Gorno; Villagra, Roque; Ibanez, Agustin; Tagliazucchi, Enzo; Garcia, Adolfo M. Article ISI ALZHEIMER'S DEMENTIA: DIAGNOSIS, ASSESSMENT DISEASE MONITORING (2022)
Cognitive forces shape the dynamics of word usage across multiple languages Pintos, Alejandro Pardo; Shalom, Diego E.; Tagliazucchi, Enzo; Mindlin, Gabriel; Trevisan, Marcos Article ISI CHAOS SOLITONS & FRACTALS (2022)
Dementia ConnEEGtome: Towards multicentric harmonization of EEG connectivity in neurodegeneration Prado, Pavel; Birba, Agustina; Cruzat, Josefina; Santamaria-Garcia, Hernando; Parra, Mario; Moguilner, Sebastian; Tagliazucchi, Enzo; Ibanez, Agustin Article ISI INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY (2022)
Effects of classic psychedelic drugs on turbulent signatures in brain dynamics Cruzat, Josephine; Sanz Perl, Yonatan; Escrichs, Anira; Vohryzek, Jakub; Timmermann, Christopher; Roseman, Leor; Luppi, Andrea, I; Ibanez, Agustin; Nutt, David; Carhart-Harris, Robin; Tagliazucchi, Enzo; Deco, Gustavo; Kringelbach, Morten L. Article ISI NETWORK NEUROSCIENCE (2022)
fMRI spectral signatures of sleep Song, Chen; Boly, Melanie; Tagliazucchi, Enzo; Laufs, Helmut; Tononi, Giulio Article ISI PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2022)
From brain-body function to conscious interactions Signorelli, Camilo Miguel; Diaz Boils, Joaquin; Tagliazucchi, Enzo; Jarraya, Bechir; Deco, Gustavo Article ISI NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2022)
Genuine high-order interactions in brain networks and neurodegeneration Herzog, Ruben; Rosas, Fernando E.; Whelan, Robert; Fittipaldi, Sol; Santamaria-Garcia, Hernando; Cruzat, Josephine; Birba, Agustina; Moguilner, Sebastian; Tagliazucchi, Enzo; Prado, Pavel; Ibanez, Agustin Article ISI NEUROBIOLOGY OF DISEASE (2022)
Language as a Window Into the Altered State of Consciousness Elicited by Psychedelic Drugs Tagliazucchi, Enzo Article ISI FRONTIERS IN PHARMACOLOGY (2022)
Microdosing with psilocybin mushrooms: a double-blind placebo-controlled study Cavanna, Federico; Muller, Stephanie; de la Fuente, Laura Alethia; Zamberlan, Federico; Palmucci, Matias; Janeckova, Lucie; Kuchar, Martin; Pallavicini, Carla; Tagliazucchi, Enzo Article ISI TRANSLATIONAL PSYCHIATRY (2022)
Multi-feature computational framework for combined signatures of dementia in underrepresented settings Moguilner, Sebastian; Birba, Agustina; Fittipaldi, Sol; Gonzalez-Campo, Cecilia; Tagliazucchi, Enzo; Reyes, Pablo; Matallana, Diana; Parra, Mario A.; Slachevsky, Andrea; Farias, Gonzalo; Cruzat, Josefina; Garcia, Adolfo; Eyre, Harris A.; La Joie, Renaud; Rabinovici, Gil; Whelan, Robert; Ibanez, Agustin Article ISI JOURNAL OF NEURAL ENGINEERING (2022)
Natural language signatures of psilocybin microdosing Sanz, Camila; Cavanna, Federico; Muller, Stephanie; de la Fuente, Laura; Zamberlan, Federico; Palmucci, Matias; Janeckova, Lucie; Kuchar, Martin; Carrillo, Facundo; Garcia, Adolfo M.; Pallavicini, Carla; Tagliazucchi, Enzo Article ISI PSYCHOPHARMACOLOGY (2022)
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization Cicchini, Tomas; Morena del Pozo, Sofia; Tagliazucchi, Enzo; Balenzuela, Pablo Article ISI EPJ DATA SCIENCE (2022)
Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics Perl, Yonatan Sanz; Escrichs, Anira; Tagliazucchi, Enzo; Kringelbach, Morten L.; Deco, Gustavo Article ISI PLOS COMPUTATIONAL BIOLOGY (2022)
The INSIDEOUT framework provides precise signatures of the balance of intrinsic and extrinsic dynamics in brain states Deco, Gustavo; Perl, Yonatan Sanz; Bocaccio, Hernan; Tagliazucchi, Enzo; Kringelbach, Morten L. Article ISI COMMUNICATIONS BIOLOGY (2022)
Unifying turbulent dynamics framework distinguishes different brain states Escrichs, Anira; Perl, Yonatan Sanz; Uribe, Carme; Camara, Estela; Turker, Basak; Pyatigorskaya, Nadya; Lopez-Gonzalez, Ane; Pallavicini, Carla; Panda, Rajanikant; Annen, Jitka; Gosseries, Olivia; Laureys, Steven; Naccache, Lionel; Sitt, Jacobo D.; Laufs, Helmut; Tagliazucchi, Enzo; Kringelbach, Morten L.; Deco, Gustavo Article ISI COMMUNICATIONS BIOLOGY (2022)
Baseline Power of Theta Oscillations Predicts Mystical-Type Experiences Induced by DMT in a Natural Setting Tagliazucchi, Enzo; Zamberlan, Federico; Cavanna, Federico; de la Fuente, Laura; Romero, Celeste; Sanz Perl, Yonatan; Pallavicini, Carla Article ISI Frontiers in Psychiatry (2021)
Capturing the non-stationarity of whole-brain dynamics underlying human brain states Galadi, J. A.; Pereira, S. Silva; Perl, Y. Sanz; Kringelbach, M. L.; Gayte, I.; Laufs, H.; Tagliazucchi, E.; Langa, J. A.; Deco, G. Article ISI NEUROIMAGE (2021)
Decoding brain states on the intrinsic manifold of human brain dynamics across wakefulness and sleep Rue-Queralt, Joan; Stevner, Angus; Tagliazucchi, Enzo; Laufs, Helmut; Kringelbach, Morten L.; Deco, Gustavo; Atasoy, Selen Article ISI COMMUNICATIONS BIOLOGY (2021)
Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study Moguilner S, García AM, Perl YS, Tagliazucchi E, Piguet O, Kumfor F, Reyes P, Matallana D, Sedeño L, Ibáñez A Article NEUROIMAGE (2021)
Moral responses to the COVID-19 crisis Navajas, Joaquin; Heduan, Facundo Alvarez; Garbulsky, Gerry; Tagliazucchi, Enzo; Ariely, Dan; Sigman, Mariano Article ISI ROYAL SOCIETY OPEN SCIENCE (2021)
Neural and subjective effects of inhaled N,N-dimethyltryptamine in natural settings Pallavicini, Carla; Cavanna, Federico; Zamberlan, Federico; de la Fuente, Laura A.; Ilksoy, Yayla; Perl, Yonatan S.; Arias, Mauricio; Romero, Celeste; Carhart-Harris, Robin; Timmermann, Christopher; Tagliazucchi, Enzo Article ISI JOURNAL OF PSYCHOPHARMACOLOGY (2021)
Noise-driven multistability vs deterministic chaos in phenomenological semi-empirical models of whole-brain activity Piccinini, Juan; Ipinna, Ignacio Perez; Laufs, Helmut; Kringelbach, Morten; Deco, Gustavo; Perl, Yonatan Sanz; Tagliazucchi, Enzo Article ISI CHAOS (2021)
Nonequilibrium brain dynamics as a signature of consciousness Perl, Yonatan Sanz; Bocaccio, Hernan; Pallavicini, Carla; Perez-Ipina, Ignacio; Laureys, Steven; Laufs, Helmut; Kringelbach, Morten; Deco, Gustavo; Tagliazucchi, Enzo Article ISI PHYSICAL REVIEW E (2021)
Pabell acute accent on I, Ciudad Universitaria (1428), CABA, Argentina. de la Fuente, Alethia; Schurmann Vignaga, Sofia; Prado, Pilar; Figueras, Rosario; Lizaso, Lucia; Manes, Facundo; Cetkovich, Marcelo; Tagliazucchi, Enzo; Torralva, Teresa Article ISI DRUG AND ALCOHOL DEPENDENCE (2021)
Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness Sanz Perl, Yonatan; Pallavicini, Carla; Perez Ipina, Ignacio; Demertzi, Athena; Bonhomme, Vincent; Martial, Charlotte; Panda, Rajanikant; Annen, Jitka; Ibanez, Agustin; Kringelbach, Morten; Deco, Gustavo; Laufs, Helmut; Sitt, Jacobo; Laureys, Steven; Tagliazucchi, Enzo Article ISI PLOS COMPUTATIONAL BIOLOGY (2021)
Rare long-range cortical connections enhance human information processing Deco, Gustavo; Perl, Yonathan Sanz; Vuust, Peter; Tagliazucchi, Enzo; Kennedy, Henry; Kringelbach, Morten L. Article ISI CURRENT BIOLOGY (2021)
Signature of consciousness in brain-wide synchronization patterns of monkey and human fMRI signals Hahn G, Zamora-López G, Uhrig L, Tagliazucchi E, Laufs H, Mantini D, Kringelbach ML, Jarraya B, Deco G. Article NEUROIMAGE (2021)
The entropic tongue: Disorganization of natural language under LSD Sanz C, Pallavicini C, Carrillo F, Zamberlan F, Sigman M, Mota N, Copelli M, Ribeiro S, Nutt D, Carhart-Harris R, Tagliazucchi E. Article CONSCIOUSNESS AND COGNITION (2021)
Unconsciousness reconfigures modular brain network dynamics del Pozo, Sofia Morena; Laufs, Helmut; Bonhomme, Vincent; Laureys, Steven; Balenzuela, Pablo; Tagliazucchi, Enzo Article ISI CHAOS (2021)
A mechanistic model of the neural entropy increase elicited by psychedelic drugs Rubén Herzog, Pedro AM Mediano, Fernando E Rosas, Robin Carhart-Harris, Yonatan Sanz, Enzo Tagliazucchi, Rodrigo Cofré. Article SCIENTIFIC REPORTS (2020)
Connectivity dynamics from wakefulness to sleep Eswar Damaraju, Enzo Tagliazucchi, Helmut Laufs, Vince D. Calhoun Article NEUROIMAGE (2020)
Data augmentation based on dynamical systems for the classification of brain states Perl, Y. S., Pallavicini, C., Ipiña, I. P., Kringelbach, M., Deco, G., Laufs, H., & Tagliazucchi, E. Article CHAOS SOLITONS AND FRACTALS (2020)
Generative Embeddings of Brain Collective Dynamics Using Variational Autoencoders Perl, Y. S., Bocaccio, H., Pérez-Ipiña, I., Zamberlán, F., Piccinini, J., Laufs, H., & Tagliazucchi, E. Article PHYSICAL REVIEW LETTERS (2020)
Lessons from being challenged by COVID-19 Tagliazucchi, E., Balenzuela, P., Travizano, M., Mindlin, G. B., & Mininni, P. D Article CHAOS SOLITONS & FRACTALS (2020)
Linking the nature and functions of sleep: insights from multimodal imaging of the sleeping Song, C., & Tagliazucchi, E. Article CURRENT OPINION IN PSYCHOLOGY (2020)
Meditation increases the entropy of brain oscillatory activity will be published in Neuroscience Martínez Vivot, R., Pallavicini, Carla, Zamberlan, Federico, Vigo, Daniel, Tagliazucchi, Enzo Article Neurocience (2020)
Modeling regional changes in dynamic stability during sleep and wakefulness Ipiña, I. P., Perl, Y. S., Kringelbach, M. L., Kehoe, P. D., Deco, G., Laufs, H., & Tagliazucchi, E. Article NEUROIMAGE (2020)
Relationship among subjective responses, flavor, and chemical composition across more than 800 commercial cannabis varieties Alethia de la Fuente, Federico Zamberlan, Andrés Sánchez Ferrán, Facundo Carrillo, Enzo Tagliazucchi & Carla Pallavicini Article Journal of Cannabis Research (2020)
Whole-Brain Models to Explore Altered States of Consciousness from the Bottom Up Cofré, R., Herzog, R., Mediano, P., Piccinini, J., Rosas, F. E., Sanz Perl, Y., & Tagliazucchi, E. Article BRAIN SCIENCES (2020)
Awakening: Predicting external stimulation to force transitions between different brain states Deco G, Cruzat J, Cabral J, Tagliazucchi E, Laufs H, Logothetis NK, Kringelbach ML. Article Proceedings of the National Academy of Sciences (2019)
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep 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. Article NATURE COMMUNICATIONS (2019)
Human consciousness is supported by temporally evolving brain processes Demertzi A, Tagliazucchi E, Dehaene S, Deco G, Barttfeld P, Raimondo F, Martial C, Fernández-Espejo D, Rohaut B, Voss HU, Schiff ND, Owen AM, Laureys S, Naccache L, Sitt JD. Article SCIENCE ADVANCES (2019)
Multimodal neurocognitive markers of interoceptive tuning in smoked cocaine. de la Fuente A, Sedeño L, Vignaga SS, Ellmann C, Sonzogni S, Belluscio L, García-Cordero I, Castagnaro E, Boano M, Cetkovitch M, Torralva T, Cánepa ET, Tagliazucchi E, Garcia Article NEUROPSYCHOPHARMACOLOGY (2019)
Neurochemical models of near-death experiences: a large-scale study based on the semantic similarity of written reports. Martial C, Cassol H, Charland-Verville V, Pallavicini C, Sanz C, Zamberlan F, Vivot RM, Erowid F, Erowid E, Laureys S, Greyson B, Tagliazucchi E. Article CONSCIOUSNESS AND COGNITION (2019)
Spectral signatures of serotonergic psychedelics and glutamatergic dissociatives. Pallavicini C, Vilas MG, Villarreal M, Zamberlan F, Muthukumaraswamy S, Nutt D, Carhart-Harris R, Tagliazucchi E. Article NEUROIMAGE (2019)
The avalanche-like behaviour of large-scale hemodynamic activity from wakefulness to deep sleep Bocaccio, H., Pallavicini, C., Castro, M. N., Sánchez, S. M., De Pino G., Laufs, H., Villarreal, M. F., Tagliazucchi, E. Article JOURNAL OF THE ROYAL SOCIETY INTERFACE (2019)
The Ethics of Psychedelic Research in Disorders of Consciousness. Peterson A, Tagliazucchi E, Weijer C. Article Neurosci Conscious (2019)
Time is a river which sweeps consciousness along, but consciousness is the river: Comment on “Is temporo-spatial dynamics the “common currency” of brain and mind? In Quest of “Spatiotemporal Neuroscience” ” by Georg Northoff et al Tagliazucchi, E. Article PHYSICS OF LIFE REVIEWS (2019)
A combinatorial framework to quantify peak/pit asymmetries in complex dynamics. Hasson U, Iacovacci J, Davis B, Flanagan R, Tagliazucchi E, Laufs H, Lacasa L. Article SCIENTIFIC REPORTS (2018)
Dynamic functional connectivity and brain metastability during altered states of consciousness Cavanna,F; G.Vilas, M; PalmucciaM; Tagliazucchi, E Article NEUROIMAGE (2018)
Endogenous modulation of human visual cortex activity improves perception at twilight Cordani L, Tagliazucchi E, Vetter C, Hassemer C, Roenneberg T, Stehle JH, Kell CA. Article NATURE COMMUNICATIONS (2018)
Human non-REM sleep and the mean global BOLD signal McAvoy MP, Tagliazucchi E, Laufs H, Raichle ME. Article JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM (2018)
Multifocal epilepsy in children is associated with increased long-distance functional connectivity: An explorative EEG-fMRI study Siniatchkin M, Moehring J, Kroeher B, Galka A, von Ondarza G, Moeller F, Wolff S, Tagliazucchi E, Steinmann E, Boor R, Stephani U. Article EUROPEAN JOURNAL OF PAEDIATRIC NEUROLOGY (2018)
Mutual information identifies spurious Hurst phenomena in resting state EEG and fMRI data von Wegner F, Laufs H, Tagliazucchi E. Article PHYSICAL REVIEW E (2018)
The experience elicited by hallucinogens presents the highest similarity to dreaming within a large database of psychoactive substance reports. Sanz C, Zamberlan F, Erowid E, Erowid F, Tagliazucchi E. Article FRONTIERS IN NEUROSCIENCE (2018)
The varieties of the psychedelic experience: association between the reported subjective effects, binding affinity profiles and molecular structures of eighteen psychoactive compounds Zamberlan, F., Sanz, C., Martínez Vivot, R., Pallavicini, C., Erowid, F., Erowid, E., & Tagliazucchi, E. Article FRONTIERS IN INTEGRATIVE NEUROSCIENCE (2018)
Increased Stability and Breakdown of Brain Effective Connectivity During Slow-Wave Sleep: Mechanistic Insights from Whole-Brain Computational Modelling Jobst, Beatrice M.; Hindriks, Rikkert; Laufs, Helmut; Tagliazucchi, Enzo; Hahn, Gerald; Ponce-Alvarez, Adrian; Stevner, Angus B. A.; Kringelbach, Morten L.; Deco, Gustavo Article ISI SCIENTIFIC REPORTS (2017)
Information-theoretical analysis of resting state EEG microstate sequences non-Markovianity, non-stationarity and periodicities von Wegner, F.; Tagliazucchi, E.; Laufs, H. Article ISI NEUROIMAGE (2017)
Mapping visual dominance in human sleep McAvoy, Mark; Mitra, Anish; Tagliazucchi, Enzo; Laufs, Helmut; Raichle, Marcus E. Article ISI NEUROIMAGE (2017)
Novel Intrinsic Ignition Method Measuring Local-Global Integration Characterizes Wakefulness and Deep Sleep Deco, Gustavo; Tagliazucchi, Enzo; Laufs, Helmut; Sanjuan, Ana; Kringelbach, Morten L. Article ISI ENEURO (2017)
On the Stability of BOLD fMRI Correlations Laumann, Timothy O.; Snyder, Abraham Z.; Mitra, Anish; Gordon, Evan M.; Gratton, Caterina; Adeyemo, Babatunde; Gilmore, Adrian W.; Nelson, Steven M.; Berg, Jeff J.; Greene, Deanna J.; McCarthy, John E.; Tagliazucchi, Enzo; Laufs, Helmut; Schlaggar, Bradley L.; Dosenbach, Nico U. F.; Petersen, Steven E. Article ISI CEREBRAL CORTEX (2017)
On wakefulness fluctuations as a source of BOLD functional connectivity dynamics Haimovici, Ariel; Tagliazucchi, Enzo; Balenzuela, Pablo; Laufs, Helmut Article ISI SCIENTIFIC REPORTS (2017)
Resting-state fMRI in sleeping infants more closely resembles adult sleep than adult wakefulness Mitra A, Snyder AZ, Tagliazucchi E, Laufs H, Elison J, Emerson RW, Shen MD, Wolff JJ, Botteron KN, Dager S, Estes AM, Evans A, Gerig G, Hazlett HC, Paterson SJ, Schultz RT, Styner MA, Zwaigenbaum L; IBIS Network, Schlaggar BL, Piven J, Pruett JR Jr, Raich Article PLOS ONE (2017)
The large-scale functional connectivity correlates of consciousness and arousal during the healthy and pathological human sleep cycle Tagliazucchi, Enzo; van Someren, Eus J. W. Article ISI NEUROIMAGE (2017)
The signatures of conscious access and its phenomenology are consistent with large-scale brain communication at criticality Tagliazucchi, Enzo Article ISI CONSCIOUSNESS AND COGNITION (2017)
Transcranial Direct Current Stimulation Modulates Neuronal Networks in Attention Deficit Hyperactivity Disorder Sotnikova, Anna; Soff, Cornelia; Tagliazucchi, Enzo; Becker, Katja; Siniatchkin, Michael Article ISI BRAIN TOPOGRAPHY (2017)
Analytical and empirical fluctuation functions of the EEG microstate random walk - Short-range vs. long-range correlations von Wegner, F.; Tagliazucchi, E.; Brodbeck, V.; Laufs, H. Article ISI NEUROIMAGE (2016)
Deep sleep divides the cortex into opposite modes of anatomical-functional coupling Tagliazucchi, Enzo; Crossley, Nicolas; Bullmore, Edward T.; Laufs, Helmut Article ISI BRAIN STRUCTURE FUNCTION (2016)
Dynamical Signatures of Structural Connectivity Damage to a Model of the Brain Posed at Criticality Haimovici, Ariel; Balenzuela, Pablo; Tagliazucchi, Enzo Article ISI BRAIN CONNECTIVITY (2016)
Human cortical-hippocampal dialogue in wake and slow-wave sleep Mitra, Anish; Snyder, Abraham Z.; Hacker, Carl D.; Pahwa, Mrinal; Tagliazucchi, Enzo; Laufs, Helmut; Leuthardt, Eric C.; Raichle, Marcus E. Article ISI PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)
Increased Global Functional Connectivity Correlates with LSD-Induced Ego Dissolution Tagliazucchi, Enzo; Roseman, Leor; Kaelen, Mendel; Orban, Csaba; Muthukumaraswamy, Suresh D.; Murphy, Kevin; Laufs, Helmut; Leech, Robert; McGonigle, John; Crossley, Nicolas; Bullmore, Edward; Williams, Tim; Bolstridge, Mark; Feilding, Amanda; Nutt, David J.; Carhart-Harris, Robin Article ISI CURRENT BIOLOGY (2016)
Large-scale signatures of unconsciousness are consistent with a departure from critical dynamics Tagliazucchi, Enzo; Chialvo, Dante R.; Siniatchkin, Michael; Amico, Enrico; Brichant, Jean-Francois; Bonhomme, Vincent; Noirhomme, Quentin; Laufs, Helmut; Laureys, Steven Article ISI JOURNAL OF THE ROYAL SOCIETY INTERFACE (2016)
Neural correlates of the LSD experience revealed by multimodal neuroimaging Carhart-Harris, Robin L.; Muthukumaraswamy, Suresh; Roseman, Leor; Kaelen, Mendel; Droog, Wouter; Murphy, Kevin; Tagliazucchi, Enzo; Schenberg, Eduardo E.; Nest, Timothy; Orban, Csaba; Leech, Robert; Williams, Luke T.; Williams, Tim M.; Bolstridge, Mark; Sessa, Ben; McGonigle, John; Sereno, Martin I.; Nichols, David; Hellyer, Peter J.; Hobden, Peter; Evans, John; Singh, Krish D.; Wise, Richard G.; Curran, H. Valerie; Feilding, Amanda; Nutt, David J. Article ISI PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)
Progression to deep sleep is characterized by changes to BOLD dynamics in sensory cortices Davis, Ben; Tagliazucchi, Enzo; Jovicich, Jorge; Laufs, Helmut; Hasson, Uri Article ISI NEUROIMAGE (2016)
The brain functional connectome is robustly altered by lack of sleep Kaufmann, Tobias; Elvsashagen, Torbjorn; Alnaes, Dag; Zak, Nathalia; Pedersen, Per O.; Norbom, Linn B.; Quraishi, Sophia H.; Tagliazucchi, Enzo; Laufs, Helmut; Bjornerud, Atle; Malt, Ulrik F.; Andreassen, Ole A.; Roussos, Evangelos; Duff, Eugene P.; Smith, Stephen M.; Groote, Inge R.; Westlye, Lars T. Article ISI NEUROIMAGE (2016)
The Voxel-Wise Functional Connectome Can Be Efficiently Derived from Co-activations in a Sparse Spatio-Temporal Point-Process Tagliazucchi, Enzo; Siniatchkin, Michael; Laufs, Helmut; Chialvo, Dante R. Article ISI FRONTIERS IN NEUROSCIENCE (2016)
Wake High-Density Electroencephalographic Spatiospectral Signatures of Insomnia Colombo, Michele A.; Ramautar, Jennifer R.; Wei, Yishul; Gomez-Herrero, German; Stoffers, Diederick; Wassing, Rick; Benjamins, Jeroen S.; Tagliazucchi, Enzo; van der Werf, Ysbrand D.; Cajochen, Christian; Van Someren, Eus J. W. Article ISI SLEEP (2016)
How we move is universal: Scaling in the average shape of human Chialvo, Dante R.; Gonzalez Torrado, Ana Maria; Gudowska-Nowak, Ewa; Ochab, Jeremi K.; Montoya, Pedro; Nowak, Maciej A.; Tagliazucchi, Enzo Article ISI PAPERS IN PHYSICS (2015)
Multimodal imaging of dynamic functional connectivity Tagliazucchi, Enzo; Laufs, Helmut Article ISI FRONTIERS IN NEUROLOGY (2015)
Narcoleptic Patients Show Fragmented EEG-Microstructure During Early NREM Sleep Kuhn, Alena; Brodbeck, Verena; Tagliazucchi, Enzo; Morzelewski, Astrid; von Wegner, Frederic; Laufs, Helmut Article ISI BRAIN TOPOGRAPHY (2015)
Propagated infra-slow intrinsic brain activity reorganizes across wake and slow wave sleep Mitra, Anish; Snyder, Abraham Z.; Tagliazucchi, Enzo; Laufs, Helmut; Raichle, Marcus E. Article ISI ELIFE (2015)
Altered fMRI connectivity dynamics in temporal lobe epilepsy might explain seizure semiology Laufs, Helmut; Rodionov, Roman; Thornton, Rachel; Duncan, John Sydney; Lemieux, Louis; Tagliazucchi, Enzo Article ISI FRONTIERS IN NEUROLOGY (2014)
Decoding Wakefulness Levels from Typical fMRI Resting-State Data Reveals Reliable Drifts between Wakefulness and Sleep Tagliazucchi, Enzo; Laufs, Helmut Article ISI NEURON (2014)
Enhanced Repertoire of Brain Dynamical States During the Psychedelic Experience Tagliazucchi, Enzo; Carhart-Harris, Robin; Leech, Robert; Nutt, David; Chialvo, Dante R. Article ISI HUMAN BRAIN MAPPING (2014)
The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs Carhart-Harris, Robin L.; Leech, Robert; Hellyer, Peter J.; Shanahan, Murray; Feilding, Amanda; Tagliazucchi, Enzo; Chialvo, Dante R.; Nutt, David Article ISI FRONTIERS IN HUMAN NEUROSCIENCE (2014)
Working memory performance of early MS patients correlates inversely with modularity increases in resting state functional connectivity networks Gamboa, O. L.; Tagliazucchi, E.; von Wegner, F.; Jurcoane, A.; Wahl, M.; Laufs, H.; Ziemann, U. Article ISI NEUROIMAGE (2014)
Brain Organization into Resting State Networks Emerges at Criticality on a Model of the Human Connectome Haimovici, Ariel; Tagliazucchi, Enzo; Balenzuela, Pablo; Chialvo, Dante R. Article ISI PHYSICAL REVIEW LETTERS (2013)
Breakdown of long-range temporal dependence in default mode and attention networks during deep sleep Tagliazucchi, Enzo; von Wegner, Frederic; Morzelewski, Astrid; Brodbeck, Verena; Jahnke, Kolja; Laufs, Helmut Article ISI PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)
Large-scale brain functional modularity is reflected in slow electroencephalographic rhythms across the human non-rapid eye movement sleep cycle Tagliazucchi, Enzo; Von Wegner, Frederic; Morzelewski, Astrid; Brodbeck, Verena; Borisov, Sergey; Jahnke, Kolja; Laufs, Helmut Article ISI NEUROIMAGE (2013)
Sleep neuroimaging and models of consciousness Tagliazucchi, Enzo; Behrens, Marion; Laufs, Helmut Article ISI FRONTIERS IN PSYCHOLOGY (2013)
Small perturbations in a finger-tapping task reveal inherent nonlinearities of the underlying error correction mechanism Luz Bavassi, M.; Tagliazucchi, Enzo; Laje, Rodrigo Article ISI HUMAN MOVEMENT SCIENCE (2013)
Automatic sleep staging using fMRI functional connectivity data Tagliazucchi, Enzo; von Wegner, Frederic; Morzelewski, Astrid; Borisov, Sergey; Jahnke, Kolja; Laufs, Helmut Article ISI NEUROIMAGE (2012)
Criticality in large-scale brain fMRI dynamics unveiled by a novel point process analysis Tagliazucchi, Enzo; Balenzuela, Pablo; Fraiman, Daniel; Chialvo, Dante R. Article ISI FRONTIERS IN PHYSIOLOGY (2012)
Dynamic BOLD functional connectivity in humans and its electrophysiological correlates Tagliazucchi, Enzo; von Wegner, Frederic; Morzelewski, Astrid; Brodbeck, Verena; Laufs, Helmut Article ISI FRONTIERS IN HUMAN NEUROSCIENCE (2012)
EEG microstates of wakefulness and NREM sleep Brodbeck, Verena; Kuhn, Alena; von Wegner, Frederic; Morzelewski, Astrid; Tagliazucchi, Enzo; Borisov, Sergey; Michel, Christoph M.; Laufs, Helmut Article ISI NEUROIMAGE (2012)
Spontaneous BOLD event triggered averages for estimating functional connectivity at resting state Tagliazucchi, Enzo; Balenzuela, Pablo; Fraiman, Daniel; Montoya, Pedro; Chialvo, Dante R. Article ISI NEUROSCIENCE LETTERS (2011)
Brain resting state is disrupted in chronic back pain patients Tagliazucchi, Enzo; Balenzuela, Pablo; Fraiman, Daniel; Chialvo, Dante R. Article ISI NEUROSCIENCE LETTERS (2010)


To sleep, perchance to trip: Is dreaming a nightly psychedelic experience? Malinowski, J., Tagliazucchi, E., Timmerman, C., & Carhart-Harris, R. BookSection (2019)
Drogas de diseño Tagliazucchi, E., BookSection (2017)
Potencial científico y terapéutico de los psicodélicos Tagliazucchi, E., BookSection (2017)
Psicodelicos Tagliazucchi, E BookSection (2017)
The collective brain is critical Tagliazucchi, E., Chialvo D.R. BookSection (2011)