Digital twins for model-driven non-invasive electrical brain stimulation

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

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Website project logo and dissemination materials

Cross-project collaboration plan

Updated each reporting period

Publicaciones

Perturbing whole‐brain models of brain hierarchy: An application for depression following pharmacological treatment

Autores: Marcel Socoró‐Garrigosa, Yonatan Sanz Perl, Morten L. Kringelbach, David Erritzoe, David J. Nutt, Robin Carhart‐Harris, Jakub Vohryzek, Gustavo Deco
Publicado en: Annals of the New York Academy of Sciences, 2025, ISSN 0077-8923
Editor: New York Academy of Sciences
DOI: 10.1111/nyas.15391

Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome

Autores: Joana Cabral, Francesca Castaldo, Jakub Vohryzek, Vladimir Litvak, Christian Bick, Renaud Lambiotte, Karl Friston, Morten L. Kringelbach, Gustavo Deco
Publicado en: Communications Physics, Edición 5, 2023, ISSN 2399-3650
Editor: Springer Science and Business Media LLC
DOI: 10.1038/s42005-022-00950-y

A checklist for assessing the methodological quality of concurrent tES-fMRI studies (ContES checklist): a consensus study and statement

Autores: Hamed Ekhtiari, Peyman Ghobadi-Azbari, Axel Thielscher, Andrea Antal, Lucia M. Li, A. Duke Shereen, Yuranny Cabral-Calderin, Daniel Keeser, Til Ole Bergmann, Asif Jamil, Ines R. Violante, Jorge Almeida, Marcus Meinzer, Hartwig R. Siebner, Adam J. Woods, Charlotte J. Stagg, Rany Abend, Daria Antonenko, Tibor Auer, Marc Bächinger, Chris Baeken, Helen C. Barron, Henry W. Chase, Jenny Crinion, Abhish
Publicado en: Nature Protocols, Edición 17, 2022, Página(s) 596-617, ISSN 1754-2189
Editor: Nature Publishing Group
DOI: 10.1038/s41596-021-00664-5

Modeling the impact of neuromorphological alterations in Down syndrome on fast neural oscillations

Autores: Pau Clusella, Linus Manubens-Gil, Jordi Garcia-Ojalvo, Mara Dierssen
Publicado en: PLOS Computational Biology, 2024, ISSN 1553-7358
Editor: Public Library of Science (PLOS)
DOI: 10.1101/2024.01.13.575481

Neural Geometrodynamics, Complexity, and Plasticity: A Psychedelics Perspective

Autores: Giulio Ruffini, Edmundo Lopez-Sola, Jakub Vohryzek, Roser Sanchez-Todo
Publicado en: Entropy, Edición 26, 2024, Página(s) 90, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e26010090

Cognitive and Neuropathophysiological Outcomes of Gamma-tACS in Dementia: A Systematic Review

Autores: Valerio Manippa, Annalisa Palmisano, Michael A. Nitsche, Marco Filardi, Davide Vilella, Giancarlo Logroscino, Davide Rivolta
Publicado en: Neuropsychology Review, Edición 34, 2024, Página(s) 338-361, ISSN 1040-7308
Editor: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s11065-023-09589-0

Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks

Autores: Pau Clusella; Gustavo Deco; Morten L. Kringelbach; Giulio Ruffini; Jordi Garcia-Ojalvo
Publicado en: PLOS Computational Biology, 2023, ISSN 1553-7358
Editor: PLOS
DOI: 10.1371/journal.pcbi.1010781

Brain dynamics predictive of response to psilocybin for treatment-resistant depression

Autores: Jakub Vohryzek, Joana Cabral, Louis-David Lord, Henrique Fernandes, Leor Roseman, David Nutt, Robin Carhart-Harris, Gustavo Deco, Morten Kringelbach
Publicado en: Brain Communications, 2024, ISSN 2632-1297
Editor: Oxford University Press (OUP)
DOI: 10.21203/rs.3.rs-2060381/v1

Structured Dynamics in the Algorithmic Agent

Autores: Giulio Ruffini, Francesca Castaldo, Jakub Vohryzek
Publicado en: Entropy, Edición 27, 2025, Página(s) 90, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e27010090

Somatodendritic orientation determines tDCS-induced neuromodulation of Purkinje cell activity in awake mice

Autores: Carlos A Sánchez-León, Guillermo Sánchez-Garrido Campos, Marta Fernández, Álvaro Sánchez-López, Javier F Medina, Javier Márquez-Ruiz
Publicado en: eLife, Edición 13, 2025, ISSN 2050-084X
Editor: eLife Sciences Publications
DOI: 10.7554/elife.100941.3

Modulating excitation/inhibition balance through transcranial electrical stimulation: physiological mechanisms in animal models

Autores: Marta Estévez-Rodríguez, Guillermo Sánchez-Garrido Campos, Ángela M. Zafra, Isabel Cordones, Javier Márquez-Ruiz
Publicado en: Frontiers in Neuroscience, Edición 19, 2025, ISSN 1662-453X
Editor: Frontiers Media SA
DOI: 10.3389/fnins.2025.1609679

Preclinical insights into gamma-tACS: foundations for clinical translation in neurodegenerative diseases

Autores: Guillermo Sánchez-Garrido Campos, Ángela M. Zafra, Marta Estévez-Rodríguez, Isabel Cordones, Giulio Ruffini, Javier Márquez-Ruiz
Publicado en: Frontiers in Neuroscience, Edición 19, 2025, ISSN 1662-453X
Editor: Frontiers Media SA
DOI: 10.3389/fnins.2025.1549230

Preliminary Evidence for Perturbation‐Based tACS‐EEG Biomarkers of Gamma Activity in Alzheimer's Disease

Autores: Annalisa Palmisano, Luke R. Pezanko, Davide Cappon, Elisa Tatti, Joanna Macone, Giacomo Koch, Carmelo L. Smeralda, Sara M. Romanella, Giulio Ruffini, Davide Rivolta, Daniel Z. Press, Alvaro Pascual‐Leone, Georges El‐Fakhri, Emiliano Santarnecchi
Publicado en: International Journal of Geriatric Psychiatry, Edición 40, 2025, ISSN 0885-6230
Editor: John Wiley & Sons Inc.
DOI: 10.1002/gps.70025

The human posterior cingulate, retrosplenial, and medial parietal cortex effective connectome, and implications for memory and navigation

Autores: Edmund T. Rolls, Sylvia Wirth, Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng
Publicado en: Human Brain Mapping, Edición 44, 2023, Página(s) 629-655, ISSN 1065-9471
Editor: John Wiley & Sons Inc.
DOI: 10.1002/hbm.26089

Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness

Autores: Yonatan Sanz Perl, Carla Pallavicini, Ignacio Pérez Ipiña, Athena Demertzi, Vincent Bonhomme, Charlotte Martial, Rajanikant Panda, Jitka Annen, Agustin Ibañez, Morten Kringelbach, Gustavo Deco, Helmut Laufs, Jacobo Sitt, Steven Laureys, Enzo Tagliazucchi
Publicado en: PLOS Computational Biology, Edición 17, 2021, Página(s) e1009139, ISSN 1553-7358
Editor: Public Library of Science (PLoS)
DOI: 10.1371/journal.pcbi.1009139

Exact low-dimensional description for fast neural oscillations with low firing rates

Autores: Pau Clusella and Ernest Montbrió
Publicado en: Physical Review E, Edición 109, 2024, ISSN 2470-0053
Editor: American Physical Society (APS)
DOI: 10.48550/arxiv.2208.05515

The human posterior parietal cortex: effective connectome, and its relation to function

Autores: Edmund T Rolls, Gustavo Deco, Chu-Chung Huang, Jianfeng Feng
Publicado en: Cerebral Cortex, Edición 33, 2023, Página(s) 3142-3170, ISSN 1047-3211
Editor: Oxford University Press
DOI: 10.1093/cercor/bhac266

Human brain dynamics are shaped by rare long-range connections over and above cortical geometry

Autores: Jakub Vohryzek, Yonatan Sanz-Perl, Morten L. Kringelbach, Gustavo Deco
Publicado en: Proceedings of the National Academy of Sciences, Edición 122, 2025, ISSN 0027-8424
Editor: National Academy of Sciences
DOI: 10.1073/pnas.2415102122

The flattening of spacetime hierarchy of the <i>N,N</i>-dimethyltryptamine brain state is characterized by harmonic decomposition of spacetime (HADES) framework

Autores: Jakub Vohryzek, Joana Cabral, Christopher Timmermann, Selen Atasoy, Leor Roseman, David J Nutt, Robin L Carhart-Harris, Gustavo Deco, Morten L Kringelbach
Publicado en: National Science Review, Edición 11, 2024, ISSN 2095-5138
Editor: Oxford University Press (OUP)
DOI: 10.1093/nsr/nwae124

Selective Brain Activations and Connectivities Related to the Storage and Recall of Human Object‐Location, Reward‐Location, and Word‐Pair Episodic Memories

Autores: Edmund T. Rolls, Ruohan Zhang, Gustavo Deco, Deniz Vatansever, Jianfeng Feng
Publicado en: Human Brain Mapping, Edición 45, 2024, ISSN 1065-9471
Editor: John Wiley & Sons Inc.
DOI: 10.1002/hbm.70056

Comparison between an exact and a heuristic neural mass model with second-order synapses

Autores: Pau Clusella, Elif Köksal-Ersöz, Jordi Garcia-Ojalvo and Giulio Ruffini
Publicado en: Biological Cybernetics, 2022, ISSN 0340-1200
Editor: Springer Verlag
DOI: 10.1007/s00422-022-00952-7

Multi-modal and multi-model interrogation of large-scale functional brain networks

Autores: Francesca Castaldo, Francisco Páscoa dos Santos, Ryan C Timms, Joana Cabral, Jakub Vohryzek, Gustavo Deco, Mark Woolrich, Karl Friston, Paul Verschure, Vladimir Litvak
Publicado en: NeuroImage, Edición 277, 2024, Página(s) 120236, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2023.120236

Anticipatory reaching motor behavior characterizes patients within the Alzheimer’s disease continuum in a virtual reality environment

Autores: Alessia de Nobile, Ilaria Borghi, Paolo De Pasquale, Denise Jennifer Berger, Antonella Maselli, Francesco Di Lorenzo, Elena Savastano, Martina Assogna, Andrea Casarotto, Daniele Bibbo, Silvia Conforto, Francesco Lacquaniti, Giacomo Koch, Andrea d’Avella, Marta Russo
Publicado en: Alzheimer's Research & Therapy, 2025, ISSN 1758-9193
Editor: BioMed Central
DOI: 10.21203/rs.3.rs-5615872/v1

Understanding brain states across spacetime informed by whole-brain modelling

Autores: Jakub Vohryzek, Joana Cabral, Peter Vuust, Gustavo Deco, Morten L. Kringelbach
Publicado en: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Edición 380, 2022, ISSN 1364-503X
Editor: Royal Society of London
DOI: 10.1098/rsta.2021.0247

The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network

Autores: Gustavo Deco, Yonatan Sanz Perl, Laura de la Fuente, Jacobo D. Sitt, B. T. Thomas Yeo, Enzo Tagliazucchi, Morten L. Kringelbach
Publicado en: Network Neuroscience, Edición 7, 2023, Página(s) 966-998, ISSN 2472-1751
Editor: MIT Press
DOI: 10.1162/netn_a_00300

LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics

Autores: Giulio Ruffini,Giada Damiani, Diego Lozano-Soldevilla, Nikolas Deco, Fernando E. Rosas, Narsis A. Kiani, Adrián Ponce-Alvarez, Morten L. Kringelbach, Robin Carhart-Harris, Gustavo Deco
Publicado en: Plos Computational Biology, 2023, ISSN 1553-7358
Editor: PLOS
DOI: 10.1371/journal.pcbi.1010811

Dynamic sensitivity analysis: Defining personalised strategies to drive brain state transitions via whole brain modelling

Autores: Jakub Vohryzek, Joana Cabral, Francesca Castaldo, Yonatan Sanz-Perl, Louis-David Lord, Henrique M. Fernandes, Vladimir Litvak, Morten L. Kringelbach, Gustavo Deco
Publicado en: Computational and Structural Biotechnology Journal, 2023, ISSN 2001-0370
Editor: Elsevier
DOI: 10.1016/j.csbj.2022.11.060

Effects of classic psychedelic drugs on turbulent signatures in brain dynamics

Autores: Josephine Cruzat, Yonatan Sanz Perl, Anira Escrichs, Jakub Vohryzek, Christopher Timmermann, Leor Roseman, Andrea I. Luppi, Agustin Ibañez, David Nutt, Robin Carhart-Harris, Enzo Tagliazucchi, Gustavo Deco, Morten L. Kringelbach
Publicado en: Network Neuroscience, Edición 6, 2022, Página(s) 1104-1124, ISSN 2472-1751
Editor: MIT Press
DOI: 10.1162/netn_a_00250

Functional harmonics reveal multi-dimensional basis functions underlying cortical organization

Autores: Katharina Glomb, Morten L. Kringelbach, Gustavo Deco, Patric Hagmann, Joel Pearson, Selen Atasoy
Publicado en: Cell Reports, Edición 36, 2022, Página(s) 109554, ISSN 2211-1247
Editor: Cell Press
DOI: 10.1016/j.celrep.2021.109554

Connectome harmonic decomposition tracks the presence of disconnected consciousness during ketamine-induced unresponsiveness

Autores: Milan Van Maldegem, Jakub Vohryzek, Selen Atasoy, Naji Alnagger, Paolo Cardone, Vincent Bonhomme, Audrey Vanhaudenhuyse, Athena Demertzi, Oceane Jaquet, Mohamed Ali Bahri, Pablo Nunez, Morten L. Kringelbach, Emmanuel A. Stamatakis, Andrea I. Luppi
Publicado en: British Journal of Anaesthesia, Edición 134, 2025, Página(s) 1088-1104, ISSN 0007-0912
Editor: Oxford University Press
DOI: 10.1016/j.bja.2024.12.036

Multiscale effects of excitatory-inhibitory homeostasis in lesioned cortical networks: A computational study

Autores: Francisco Páscoa dos Santos, Jakub Vohryzek, Paul F. M. J. Verschure
Publicado en: PLOS Computational Biology, Edición 19, 2023, Página(s) e1011279, ISSN 1553-7358
Editor: Public Library of Science (PLoS)
DOI: 10.1371/journal.pcbi.1011279

Addressing transcranial electrical stimulation variability through prospective individualized dosing of electric field strength in 300 participants across two samples: the 2-SPED approach

Autores: Sybren Van Hoornweder, Kevin A Caulfield, Michael Nitsche, Axel Thielscher, Raf L J Meesen
Publicado en: Journal of Neural Engineering, Edición 19, 2022, Página(s) 056045, ISSN 1741-2560
Editor: Institute of Physics Publishing
DOI: 10.1088/1741-2552/ac9a78

A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings

Autores: Roser Sanchez-Todo, André M. Bastos, Edmundo Lopez-Sola, Borja Mercadal, Emiliano Santarnecchi, Earl K. Miller, Gustavo Deco, Giulio Ruffini
Publicado en: NeuroImage, Edición 270, 2023, Página(s) 119938, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2023.119938

Rare long-range cortical connections enhance human information processing

Autores: Gustavo Deco, Yonathan Sanz Perl, Peter Vuust, Enzo Tagliazucchi, Henry Kennedy, Morten L. Kringelbach
Publicado en: Current Biology, Edición 31, 2023, Página(s) 4436-4448.e5, ISSN 0960-9822
Editor: Cell Press
DOI: 10.1016/j.cub.2021.07.064

A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings

Autores: Roser Sanchez-Todo; André M. Bastos; Edmundo Lopez Sola; Borja Mercadal; Emiliano Santarnecchi; Earl K. Miller; Gustavo Deco; Giulio Ruffini
Publicado en: NeuroImage, 2023, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2023.119938

A ventromedial visual cortical ‘Where’ stream to the human hippocampus for spatial scenes revealed with magnetoencephalography

Autores: Edmund T. Rolls, Xiaoqian Yan, Gustavo Deco, Yi Zhang, Veikko Jousmaki, Jianfeng Feng
Publicado en: Communications Biology, Edición 7, 2024, ISSN 2399-3642
Editor: Springer Science and Business Media LLC
DOI: 10.1038/s42003-024-06719-z

Transcranial magnetic stimulation of the brain: What is stimulated? – A consensus and critical position paper

Autores: Hartwig R. Siebner, Klaus Funke, Aman S. Aberra, Andrea Antal, Sven Bestmann, Robert Chen, Joseph Classen, Marco Davare, Vincenzo Di Lazzaro, Peter T. Fox, Mark Hallett, Anke N. Karabanov, Janine Kesselheim, Mikkel M. Beck, Giacomo Koch, David Liebetanz, Sabine Meunier, Carlo Miniussi, Walter Paulus, Angel V. Peterchev, Traian Popa, Michael C. Ridding, Axel Thielscher, Ulf Ziemann, John C. Rothwel
Publicado en: Clinical Neurophysiology, Edición 140, 2023, Página(s) 59-97, ISSN 1388-2457
Editor: Elsevier BV
DOI: 10.1016/j.clinph.2022.04.022

Is artificial consciousness achievable? Lessons from the human brain

Autores: Michele Farisco, Kathinka Evers, Jean-Pierre Changeux
Publicado en: Neural Networks, Edición 180, 2024, Página(s) 106714, ISSN 0893-6080
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2024.106714

Dynamical consequences of regional heterogeneity in the brain’s transcriptional landscape

Autores: Gustavo Deco, Morten L. Kringelbach, Aurina Arnatkeviciute, Stuart Oldham, Kristina Sabaroedin, Nigel C. Rogasch, Kevin M. Aquino, Alex Fornito
Publicado en: Science Advances, Edición 7, 2024, ISSN 2375-2548
Editor: American Association for the Advancement of Science (AAAS)
DOI: 10.1126/sciadv.abf4752

The human language effective connectome

Autores: Edmund T. Rolls, Gustavo Deco, Chu-Chung Huang, Jianfeng Feng
Publicado en: NeuroImage, Edición 258, 2024, Página(s) 119352, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2022.119352

Modelling on the very large-scale connectome

Autores: Géza Ódor, Michael T Gastner, Jeffrey Kelling, Gustavo Deco
Publicado en: Journal of Physics: Complexity, Edición 2, 2021, Página(s) 045002, ISSN 2632-072X
Editor: IOP Publishing
DOI: 10.1088/2632-072x/ac266c

From chimeras to extensive chaos in networks of heterogeneous Kuramoto oscillator populations

Autores: Pol Floriach, Jordi Garcia-Ojalvo, Pau Clusella
Publicado en: Chaos: An Interdisciplinary Journal of Nonlinear Science, Edición 35, 2025, ISSN 1054-1500
Editor: American Institute of Physics
DOI: 10.1063/5.0243379

Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks

Autores: Pau Clusella, Gustavo Deco, Morten L. Kringelbach, Giulio Ruffini, Jordi Garcia-Ojalvo
Publicado en: PLOS Computational Biology, Edición 19, 2023, Página(s) e1010781, ISSN 1553-7358
Editor: Public Library of Science (PLoS)
DOI: 10.1371/journal.pcbi.1010781

The Algorithmic Agent Perspective and Computational Neuropsychiatry: From Etiology to Advanced Therapy in Major Depressive Disorder

Autores: Giulio Ruffini, Francesca Castaldo, Edmundo Lopez-Sola, Roser Sanchez-Todo, Jakub Vohryzek
Publicado en: Entropy, Edición 26, 2024, Página(s) 953, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e26110953

The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states

Autores: Elvira G-Guzmán, Yonatan Sanz Perl, Jakub Vohryzek, Anira Escrichs, Dragana Manasova, Başak Türker, Enzo Tagliazucchi, Morten Kringelbach, Jacobo D. Sitt, Gustavo Deco
Publicado en: Interface Focus, Edición 13, 2023, ISSN 2042-8901
Editor: The Royal Society
DOI: 10.1098/rsfs.2022.0086

Non-invasive brain stimulation and neuroenhancement

Autores: Andrea Antal, Bruce Luber, Anna-Katharine Brem, Marom Bikson, Andre R. Brunoni, Roi Cohen Kadosh, Veljko Dubljević, Shirley Fecteau, Florinda Ferreri, Agnes Flöel, Mark Hallett, Roy H. Hamilton, Christoph S. Herrmann, Michal Lavidor, Collen Loo, Caroline Lustenberger, Sergio Machado, Carlo Miniussi, Vera Moliadze, Michael A Nitsche, Simone Rossi, Paolo M. Rossini, Emiliano Santarnecchi, Margitta
Publicado en: Clinical Neurophysiology Practice, Edición 7, 2024, Página(s) 146-165, ISSN 2467-981X
Editor: Elsevier BV
DOI: 10.1016/j.cnp.2022.05.002

Modulation of Cortical Excitability and Oscillatory Dynamics by transcranial Electrical Stimulation

Autores: Guillermo Sánchez-Garrido Campos
Publicado en: 2025
Editor: Universidad Pablo de Olavide

Validation and Refinement of a Laminar Neural Mass Model Using in vivo Mice Data

Autores: Martina Moreno Fina, Pau Clusella Coberó, Roser Sánchez-Todo, and Jordi Soriano Fradera
Publicado en: Universitat de Barcelona, 2023
Editor: Universitat de Barcelona

Impact of transcranial Electrical Stimulation on the Cortical Excitation/Inhibition Balance

Autores: Marta Estévez Rodríguez
Publicado en: 2025
Editor: Universidad Pablo de Olavide

Digital Twins for Model-driven Non-invasive Brain Stimulation in Alzheimer's Disease

Autores: Roser Sanchez-Todo
Publicado en: 2025
Editor: Universitat Pompeu Fabra

Brain dynamics of classical psychedelics show paradoxical hierarchical flattening with increased complexity

Autores: Jakub Vohryzek, Elvira Garcia Guzman, Morten L Kringelbach, Edmundo Lopez-Sola, Christopher Timmermann, Leor Roseman, Enzo Tagliazucchi, Giulio Ruffini, Robin Carhart-Harris, Gustavo Deco, Yonatan Sanz Perl
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.12.21.629922

Cross-Frequency Coupling as a Neural Substrate for Prediction Error Evaluation: A Laminar Neural Mass Modeling Approach

Autores: Giulio Ruffini, Edmundo Lopez-Sola, Raul Palma, Roser Sanchez-Todo, Jakub Vohryzek, Francesca Castaldo, Karl Friston
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.03.19.644090

Spherical harmonics representation of the steady-state membrane potential shift induced by tDCS in realistic neuron models

Autores: Adrià Galan-Gadea, Ricardo Salvador, Fabrice Bartolomei, Fabrice Wendling, Giulio Ruffini
Publicado en: 2022
Editor: bioRxiv
DOI: 10.1101/2022.07.19.500653

Phase-synchronized 40Hz tACS and iTBS effects on gamma oscillations

Autores: Benedikt Glinski, Mohammed Ali Salehinejad, Kuri Takahashi, Asif Jamil, Fatemeh Yavari, Min-Fang Kuo, Michael A. Nitsche
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.03.14.643227

Bridging local and global dynamics: a biologically grounded model for cooperative and competitive interactions in the brain

Autores: Borja Mercadal, Maria Guasch-Morgades, Lucia Mencarelli, Giacomo Koch, Giulio Ruffini, null null
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.07.09.663817

A Randomized Sham-Control Trial for Home-Based Transcranial Alternating Current Stimulation (tACS) In Alzheimer’s Disease

Autores: Lucia Mencarelli, Martina Assogna, Elena Savastano, Ilaria Borghi, Francesca Candeo, Sonia Bonnì, Francesco Di Lorenzo, Roser Sanchez-Todo, Ricardo Salvador, Emiliano Santarnecchi, Giulio Ruffini, Giacomo Koch
Publicado en: medRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.04.14.25325464

Analysis and extension of exact mean-field theory with dynamic synaptic currents

Autores: Giulio Ruffini
Publicado en: 2022
Editor: bioRxiv
DOI: 10.1101/2021.09.01.458563

Regular and sparse neuronal synchronization are described by identical mean field dynamics

Autores: Clusella, Pau; Montbrió, Ernest
Publicado en: 2022
Editor: arxiv
DOI: 10.48550/arxiv.2208.05515

Group optimization methods for dose planning in tES

Autores: R. Salvador, J. Zhou, B. Manor, G. Ruffini
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.03.18.643934

The 2D Ising model, criticality and AIT

Autores: Giulio Ruffini and Gustavo Deco
Publicado en: 2021
Editor: bioRxiv
DOI: 10.1101/2021.10.21.465265

An engine for systematic discovery of cause-effect relationships between brain structure and function

Autores: Andrea I. Luppi, Filip Milisav, Laura E. Suarez, Golia Shafiei, Jakub Vohryzek, Yonatan Sanz Perl, Hana Ali, Fernando E. Rosas, Pedro A. M. Mediano, Bratislav Misic, Gustavo Deco, Morten Kringelbach
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.04.05.647237

Fast Interneuron Dysfunction in Laminar Neural Mass Model Reproduces Alzheimer’s Oscillatory Biomarkers

Autores: Roser Sanchez-Todo, Borja Mercadal, Edmundo Lopez-Sola, Maria Guasch-Morgades, Gustavo Deco, Giulio Ruffini
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.03.26.645407

Kuramoto model for populations of quadratic integrate-and-fire neurons with chemical and electrical coupling

Autores: Pau Clusella; Bastian Pietras; Ernest Montbrió
Publicado en: 2021
Editor: arxiv
DOI: 10.48550/arxiv.2110.07665

Design of effective personalised perturbation strategies for enhancing cognitive intervention in Alzheimer’s disease

Autores: Jakub Vohryzek, Joana Cabral, Yonatan Sanz Perl, Murat Demirtas, Carles Falcon, Juan Domingo Gispert, Beatriz Bosch, Mircea Balasa, Morten Kringelbach, Raquel Sanchez-Valle, Giulio Ruffini, Gustavo Deco
Publicado en: 2023
Editor: bioRxiv
DOI: 10.1101/2023.04.20.537688

Dynamical repertoire of brain networks in mindfulness cognitive behavioural therapy during rumination: A randomized controlled trial

Autores: Jakub Vohryzek, Anne Maj van der Velden, Willem Kuyken, Jesus Montero-Marin, Guusje Collin, Morten L Kringelbach, Eric Ruhe
Publicado en: medRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.02.04.25321569

Restoring Oscillatory Dynamics in Alzheimer’s Disease: A Laminar Whole-Brain Model of Serotonergic Psychedelic Effects

Autores: Jan C. Gendra, Edmundo Lopez-Sola, Francesca Castaldo, Èlia Lleal-Custey, Roser Sanchez-Todo, Jakub Vohryzek, Ricardo Salvador, Ralph G. Andrzejak, Giulio Ruffini, null null
Publicado en: bioRxiv, 2025
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.12.15.628565

Deep learning the arrow of time in brain activity: characterising brain-environment behavioural interactions in health and disease

Autores: Gustavo Deco, Yonatan Sanz Perl, Jacobo D. Sitt, Enzo Tagliazucchi, Morten L. Kringelbach
Publicado en: 2021
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2021.07.02.450899

Competitive interactions shape brain dynamics and computation across species

Autores: Andrea I Luppi, Yonatan Sanz Perl, Jakub Vohryzek, Pedro A.M. Mediano, Fernando E Rosas, Filip Milisav, Laura Estefany Suarez, Silvia Gini, Daniel Gutierrez-Barragan, Alessandro Gozzi, Bratislav Misic, Gustavo Deco, Morten L Kringelbach
Publicado en: bioRxiv, 2024
Editor: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.10.19.619194

TH-230. Mechanistic understanding of Alzheimer’s disease through hybrid brain models: from mesoscale to macroscale, and design of personalized stimulation protocols

Autores: R Sanchez-Todo, EL Sola, R Salvador, MC Biagi, G Deco, G Ruffini
Publicado en: 2022
Editor: Clinical Neurophysiology
DOI: 10.1016/j.clinph.2022.07.416

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