| Dynamic functional connectivity and brain metastability during altered states of consciousness F Cavanna, MG Vilas, M Palmucci, E Tagliazucchi Neuroimage 180, 383-395, 2018 | 121 | 2018 |
| Spectral signatures of serotonergic psychedelics and glutamatergic dissociatives C Pallavicini, MG Vilas, M Villarreal, F Zamberlan, S Muthukumaraswamy, ... Neuroimage 200, 281-291, 2019 | 59 | 2019 |
| Bilingual memory, to the extreme: Lexical processing in simultaneous interpreters M Santilli, MG Vilas, E Mikulan, MM Caro, E Muñoz, L Sedeño, A Ibáñez, ... Bilingualism: Language and Cognition 22 (2), 331-348, 2019 | 49 | 2019 |
| Good scientific practice in EEG and MEG research: Progress and perspectives G Niso, LR Krol, E Combrisson, AS Dubarry, MA Elliott, C François, ... NeuroImage 257, 119056, 2022 | 37 | 2022 |
| Task-specific signatures in the expert brain: differential correlates of translation and reading in professional interpreters M Dottori, E Hesse, M Santilli, MG Vilas, MM Caro, D Fraiman, L Sedeño, ... NeuroImage 209, 116519, 2020 | 27 | 2020 |
| Active inference as a computational framework for consciousness MG Vilas, R Auksztulewicz, L Melloni Review of Philosophy and Psychology 13 (4), 859-878, 2022 | 24 | 2022 |
| The algonauts project 2023 challenge: How the human brain makes sense of natural scenes AT Gifford, B Lahner, S Saba-Sadiya, MG Vilas, A Lascelles, A Oliva, ... arXiv preprint arXiv:2301.03198, 2023 | 22 | 2023 |
| Reading Shakespearean tropes in a foreign tongue: age of L2 acquisition modulates neural responses to functional shifts MG Vilas, M Santilli, E Mikulan, F Adolfi, MM Caro, F Manes, E Herrera, ... Neuropsychologia 124, 79-86, 2019 | 15 | 2019 |
| Analyzing Vision Transformers for image classification in class embedding space MG Vilas, T Schaumlöffel, G Roig Advances in neural information processing systems 36, 2024 | 7 | 2024 |
| Net2Brain: A Toolbox to compare artificial vision models with human brain responses D Bersch, K Dwivedi, M Vilas, RM Cichy, G Roig arXiv preprint arXiv:2208.09677, 2022 | 5 | 2022 |
| PEACS: Prefix encoding for auditory caption synthesis T Schaumlöffel, MG Vilas, G Roig Proc. Conf. Detection Classification Acoust. Scenes Events Challenge, 1-3, 2023 | 4 | 2023 |
| Complexity-Theoretic Limits on the Promises of Artificial Neural Network Reverse-Engineering F Adolfi, MG Vilas, T Wareham Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024 | 2 | 2024 |
| A challenge for predictive coding: Representational or experiential diversity? MG Vilas, L Melloni Behavioral & Brain Sciences 43, 2020 | 2 | 2020 |
| Schema-driven prediction effects on episodic memory across the lifespan J Ortiz-Tudela, G Turan, M Vilas, L Melloni, YL Shing Philosophical Transactions B 379 (1913), 20230401, 2024 | 1 | 2024 |
| Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience MG Vilas, F Adolfi, D Poeppel, G Roig Forty-first International Conference on Machine Learning, 2024 | 1* | 2024 |
| Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG M Guo, B Choksi, S Sadiya, AT Gifford, MG Vilas, RM Cichy, G Roig arXiv preprint arXiv:2409.03646, 2024 | | 2024 |
| FovEx: Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks MP Panda, M Tiezzi, M Vilas, G Roig, BM Eskofier, D Zanca arXiv preprint arXiv:2408.02123, 2024 | | 2024 |
