Gustavo Deco

Institució Catalana de Recerca i Estudis Avançats

Also affiliated with Universitat Pompeu Fabra, MRC Cognition and Brain Sciences Unit

NeuroscienceMedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

6.6Author DataRank

Indexed papers

7in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 7 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The human orbitofrontal cortex, vmPFC, and anterior cingulate cortex effective connectome: emotion, memory, and action

Cerebral Cortex(2022)10.1093/cercor/bhac070

Top 10%

2.1DataRank

Top 10%132 citations

Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

Papers

Driven by 47 papers — median percentile 81. Top paper: “The human orbitofrontal cortex, vmPFC, and anterior cingulate cortex effective connectome: emotion, memory, and action”.

The human orbitofrontal cortex, vmPFC, and anterior cingulate cortex effective connectome: emotion, memory, and action

Cerebral Cortex(2022)10.1093/cercor/bhac070

Top 10%

2.1DataRank

Top 10%132 citations

Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

The human language effective connectome

NeuroImage(2022)10.1016/j.neuroimage.2022.119352

Top 16%

1.3DataRank

Top 16%91 citations

Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

An integrated resource for functional and structural connectivity of the marmoset brain

Nature Communications(2022)10.1038/s41467-022-35197-2

Top 18%

1.1DataRank

Top 18%49 citations

Yuyan Chen, Piotr Majka, Diego Szczupak, Yonatan Sanz Perl, Cecil Chern‐Chyi Yen +10 more

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

Cerebral Cortex(2022)10.1093/cercor/bhac266

Top 20%

1.0DataRank

Top 20%78 citations

Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

Auditory cortical connectivity in humans

Cerebral Cortex(2022)10.1093/cercor/bhac496

Top 22%

0.920DataRank

Top 22%56 citations

Josef P. Rauschecker, Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

Dynamical models to evaluate structure–function relationships in network neuroscience

Nature Reviews Neuroscience(2022)10.1038/s41583-022-00646-w

N/A

0.561DataRank · unranked

41 citations

Joana Cabral, Rodrigo Cofré, Alain Destexhe, Gustavo Deco, Morten L. Kringelbach +1 more

An integrated resource for functional and structural connectivity of the marmoset brain

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.12.468389

Top 70%

0.165DataRank

Top 70%2 citations

Yuyan Chen, Piotr Majka, Diego Szczupak, Yonatan Sanz Perl, Cecil Chern‐Chyi Yen +10 more

Functional harmonics reveal multi-dimensional basis functions underlying cortical organization

Cell Reports(2021)10.1016/j.celrep.2021.109554

N/A

0DataRank · unranked

48 citations

Morten L. Kringelbach, Gustavo Deco, Patric Hagmann, Joel Pearson, Selen Atasoy +1 more

Effective connectivity extracts clinically relevant prognostic information from resting state activity in stroke

Brain Communications(2021)10.1093/braincomms/fcab233

N/A

0DataRank · unranked

28 citations

Joseph C. Griffis, Joshua S. Siegel, Michel Thiebaut de Schotten, Gustavo Deco, Andrea Instabato +3 more

LSD and psilocybin flatten the brain’s energy landscape: insights from receptor-informed network control theory

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.05.14.444193

N/A

0DataRank · unranked

30 citations

Andrea I. Luppi, Robin Carhart‐Harris, Josephine Cruzat, Leor Roseman, David Nutt +5 more

Receptor-informed network control theory links LSD and psilocybin to a flattening of the brain’s control energy landscape

Nature Communications(2022)10.1038/s41467-022-33578-1

N/A

0DataRank · unranked

157 citations

Andrea I. Luppi, Robin Carhart‐Harris, Josephine Cruzat, Leor Roseman, David Nutt +5 more

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

Human Brain Mapping(2022)10.1002/hbm.26089

N/A

0DataRank · unranked

91 citations

Sylvia Wirth, Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

Dynamic primitives of brain network interaction

NeuroImage(2022)10.1016/j.neuroimage.2022.118928

N/A

0DataRank · unranked

48 citations

Xiaolu Kong, B.T. Thomas Yeo, Gustavo Deco, Petra Ritter, Michael Schirner

Human amygdala compared to orbitofrontal cortex connectivity, and emotion

Progress in Neurobiology(2022)10.1016/j.pneurobio.2022.102385

N/A

0DataRank · unranked

40 citations

Gustavo Deco, Chu‐Chung Huang, Jianfeng Feng, Edmund T. Rolls

The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations

Network Neuroscience(2022)10.1162/netn_a_00299

N/A

0DataRank · unranked

30 citations

Gorka Zamora‐López, Ernest Montbrió, Martí Monge-Asensio, Jakub Vohryzek, Sol Fittipaldi +8 more

On the intersection between data quality and dynamical modelling of large-scale fMRI signals

NeuroImage(2022)10.1016/j.neuroimage.2022.119051

N/A

0DataRank · unranked

24 citations

Ben D Fulcher, Stuart Oldham, Linden Parkes, Leonardo L. Gollo, Gustavo Deco +2 more

Low-dimensional organization of global brain states of reduced consciousness

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.28.509817

N/A

0DataRank · unranked

4 citations

Carla Pallavicini, Juan Piccinini, Athéna Demertzi, Vincent Bonhomme, Charlotte Martial +13 more

Model-based whole-brain perturbational landscape of neurodegenerative diseases

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.26.509612

N/A

0DataRank · unranked

2 citations

Sol Fittipaldi, Cecilia González Campo, Sebastián Moguilner, Josephine Cruzat, Rubén Herzog +6 more

Whole-brain modeling of the differential influences of Amyloid-Beta and Tau in Alzheimer’s Disease

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.10.30.514365

N/A

0DataRank · unranked

2 citations

Leon Stefanovski, Petra Ritter, Gustavo Deco, Xenia Kobeleva, the Alzheimer’s Disease Neuroimaging Initiative +1 more

Temporal Irreversibility of Large-Scale Brain Dynamics in Alzheimer’s Disease

Journal of Neuroscience(2023)10.1523/jneurosci.1312-22.2022

N/A

0DataRank · unranked

52 citations

Rubén Herzog, Pavel Prado, Yonatan Sanz Perl, Raúl González-Gómez, Sebastián Moguilner +5 more

Model-based whole-brain perturbational landscape of neurodegenerative diseases

eLife(2023)10.7554/elife.83970

N/A

0DataRank · unranked

49 citations

Sol Fittipaldi, Cecilia González Campo, Sebastián Moguilner, Josephine Cruzat, Matias E Fraile-Vazquez +7 more

Learning how network structure shapes decision-making for bio-inspired computing

Nature Communications(2023)10.1038/s41467-023-38626-y

N/A

0DataRank · unranked

45 citations

Gustavo Deco, Petra Ritter, Michael Schirner

Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness

NeuroImage(2023)10.1016/j.neuroimage.2023.120162

N/A

0DataRank · unranked

44 citations

Joana Cabral, Rodrigo Cofré, Pedro A. M. Mediano, Fernando E. Rosas, Abid Qureshi +13 more

Low-dimensional organization of global brain states of reduced consciousness

Cell Reports(2023)10.1016/j.celrep.2023.112491

N/A

0DataRank · unranked

38 citations

Carla Pallavicini, Juan Piccinini, Athéna Demertzi, Vincent Bonhomme, Charlotte Martial +13 more

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

NeuroImage(2023)10.1016/j.neuroimage.2023.120236

N/A

0DataRank · unranked

31 citations

Francisco Páscoa dos Santos, Ryan C. Timms, Joana Cabral, Jakub Vohryzek, Gustavo Deco +5 more

Hierarchical organization of the human ventral visual streams revealed with magnetoencephalography

Cerebral Cortex(2023)10.1093/cercor/bhad318

N/A

0DataRank · unranked

24 citations

Gustavo Deco, Yi Zhang, Jianfeng Feng, Edmund T. Rolls

In-vivo whole-cortex estimation of excitation-inhibition ratio indexes cortical maturation and cognitive ability in youth

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.22.546023

N/A

0DataRank · unranked

3 citations

Bart Larsen, Valerie J. Sydnor, Tianchu Zeng, Lijun An, Xiaoxuan Yan +18 more

A synergetic turn in cognitive neuroscience of brain diseases

Trends in Cognitive Sciences(2024)10.1016/j.tics.2023.12.006

N/A

0DataRank · unranked

62 citations

Morten L. Kringelbach, Gustavo Deco, Agustín Ibáñez

In vivo whole-cortex marker of excitation-inhibition ratio indexes cortical maturation and cognitive ability in youth

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2318641121

N/A

0DataRank · unranked

55 citations

Bart Larsen, Valerie J. Sydnor, Tianchu Zeng, Lijun An, Xiaoxuan Yan +18 more

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

Communications Biology(2024)10.1038/s42003-024-06719-z

N/A

0DataRank · unranked

17 citations

Xiaoqian Yan, Gustavo Deco, Yi Zhang, Veikko Jousmäki, Jianfeng Feng +1 more

Biophysical models applied to dementia patients reveal links between geographical origin, gender, disease duration, and loss of neural inhibition

Alzheimer s Research & Therapy(2024)10.1186/s13195-024-01449-0

N/A

0DataRank · unranked

15 citations

Rubén Herzog, Yonatan Sanz Perl, Vicente Medel, Josefina Cruzat, Carlos Coronel +5 more

ENIGMA-Meditation: Worldwide Consortium for Neuroscientific Investigations of Meditation Practices

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2024)10.1016/j.bpsc.2024.10.015

N/A

0DataRank · unranked

6 citations

Fernando A. Barrios, Ishaan Batta, Clemens Bauer, Todd S. Braver, Judson A. Brewer +53 more

Beyond Focal Lesions: Dynamical Network Effects of White Matter Hyperintensities

Human Brain Mapping(2024)10.1002/hbm.70081

N/A

0DataRank · unranked

1 citations

Steven Geysen, Gustavo Deco, Xenia Kobeleva, Alzheimer's Disease Neuroimaging Initiative, Riccardo Leone

Competitive interactions shape brain dynamics and computation across species

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.19.619194

N/A

0DataRank · unranked

7 citations

Yonatan Sanz Perl, Jakub Vohryzek, Pedro A. M. Mediano, Fernando E. Rosas, Filip Milisav +8 more

Off-Equilibrium Fluctuation-Dissipation Theorem Paves the Way in Alzheimer’s Disease Research

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.15.613131

N/A

0DataRank · unranked

3 citations

J M Monti, Irene Acero-Pous, Sebastián Idesis, Anira Escrichs, Yonatan Sanz Perl +5 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.02.185157

N/A

0DataRank · unranked

10 citations

Carla Pallavicini, Ignacio Pérez Ipiña, Athéna Demertzi, Vincent Bonhomme, Charlotte Martial +10 more

Diversity-sensitive brain clocks linked to biophysical mechanisms in aging and dementia

Nature Mental Health(2025)10.1038/s44220-025-00502-7

N/A

0DataRank · unranked

4 citations

Sebastián Moguilner, Hernán Hernandez, Josephine Cruzat, Sandra Baez, Vicente Medel +39 more

Optimizing Biophysical Large-Scale Brain Circuit Models With Deep Neural Networks

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.04.07.647497

N/A

0DataRank · unranked

0 citations

Tian Fang, Shaoshi Zhang, Xin Li, Ai Peng Tan, Bart Larsen +29 more

Turbulent-like Dynamics Predict Treatment Outcome in Major Depressive Disorder

Research Square(2025)10.21203/rs.3.rs-7208894/v1

N/A

0DataRank · unranked

0 citations

Maarten G. Poirot, Yonatan Sanz Perl, Matthan W.A. Caan, Henk A. Marquering, Gustavo Deco +3 more

Disrupted Brain Hierarchical Organization in Alzheimer′s Disease Progression

medRxiv(2025)10.64898/2025.12.11.25342039

N/A

0DataRank · unranked

0 citations

Noelia Martinez-Molina, David Aquilué-Llorens, Gustavo Patow, Morten L. Kringelbach, Wolfram Hinzen +2 more

Altered intrinsic ignition dynamics linked to Amyloid-β and tau pathology in Alzheimer's disease

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.29.587333

N/A

0DataRank · unranked

2 citations

Anira Escrichs, Noelia Martinez-Molina, Petra Ritter, Gustavo Deco, Gustavo Patow

A cross-species link between mTOR-related synaptic pathology and functional hyperconnectivity in autism

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.10.07.329292

N/A

0DataRank · unranked

6 citations

Alice Bertero, Stavros Trakoshis, Laura Ulysse, Andrea Locarno, Ieva Misevičiūtė +11 more

mTOR-related synaptic pathology causes autism spectrum disorder-associated functional hyperconnectivity

RePEc: Research Papers in Economics(2020)10.17863/cam.77062

N/A

0DataRank · unranked

0 citations

Noemi Barsotti, Alice Bertero, Stavros Trakoshis, Laura Ulysse, Andrea Locarno +12 more

Genetic influences on hub connectivity of the human connectome

Nature Communications(2021)10.1038/s41467-021-24306-2

N/A

0DataRank · unranked

190 citations

Ben D Fulcher, Stuart Oldham, Jeggan Tiego, Casey Paquola, Zachary F. Gerring +10 more

mTOR-related synaptic pathology causes autism spectrum disorder-associated functional hyperconnectivity

Nature Communications(2021)10.1038/s41467-021-26131-z

N/A

0DataRank · unranked

152 citations

Noemi Barsotti, Alice Bertero, Stavros Trakoshis, Laura Ulysse, Andrea Locarno +12 more

Sensory-motor cortices shape functional connectivity dynamics in the human brain

Nature Communications(2021)10.1038/s41467-021-26704-y

N/A

0DataRank · unranked

120 citations

Ru Kong, Csaba Orbán, Peng Wang, Shaoshi Zhang, Kevin Anderson +6 more

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

PLoS Computational Biology(2021)10.1371/journal.pcbi.1009139

N/A

0DataRank · unranked

77 citations

Carla Pallavicini, Ignacio Pérez Ipiña, Athéna Demertzi, Vincent Bonhomme, Charlotte Martial +10 more

Gustavo Deco

Indexed papers

Top data-sharing exemplar

Papers