| Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns F De Martino, G Valente, N Staeren, J Ashburner, R Goebel, E Formisano Neuroimage 43 (1), 44-58, 2008 | 611 | 2008 |
| Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning E Formisano, F De Martino, G Valente Magnetic resonance imaging 26 (7), 921-934, 2008 | 182 | 2008 |
| Fast Gaussian Naïve Bayes for searchlight classification analysis M Ontivero-Ortega, A Lage-Castellanos, G Valente, R Goebel, ... Neuroimage 163, 471-479, 2017 | 154 | 2017 |
| The default mode network and the working memory network are not anti-correlated during all phases of a working memory task T Piccoli, G Valente, DEJ Linden, M Re, F Esposito, AT Sack, FD Salle PloS one 10 (4), e0123354, 2015 | 149 | 2015 |
| Auditory cortex encodes the perceptual interpretation of ambiguous sound N Kilian-Hütten, G Valente, J Vroomen, E Formisano Journal of Neuroscience 31 (5), 1715-1720, 2011 | 139 | 2011 |
| Brain-based translation: fMRI decoding of spoken words in bilinguals reveals language-independent semantic representations in anterior temporal lobe J Correia, E Formisano, G Valente, L Hausfeld, B Jansma, M Bonte Journal of Neuroscience 34 (1), 332-338, 2014 | 127 | 2014 |
| Task-dependent decoding of speaker and vowel identity from auditory cortical response patterns M Bonte, L Hausfeld, W Scharke, G Valente, E Formisano Journal of Neuroscience 34 (13), 4548-4557, 2014 | 121 | 2014 |
| The effect of spatial resolution on decoding accuracy in fMRI multivariate pattern analysis A Gardumi, D Ivanov, L Hausfeld, G Valente, E Formisano, K Uludağ Neuroimage 132, 32-42, 2016 | 111 | 2016 |
| Reconstructing the spectrotemporal modulations of real-life sounds from fMRI response patterns R Santoro, M Moerel, F De Martino, G Valente, K Ugurbil, E Yacoub, ... Proceedings of the National Academy of Sciences 114 (18), 4799-4804, 2017 | 106 | 2017 |
| Integration of “what” and “where” in frontal cortex during visual imagery of scenes AW de Borst, AT Sack, BM Jansma, F Esposito, F De Martino, G Valente, ... Neuroimage 60 (1), 47-58, 2012 | 66 | 2012 |
| Cortical tracking of multiple streams outside the focus of attention in naturalistic auditory scenes L Hausfeld, L Riecke, G Valente, E Formisano NeuroImage 181, 617-626, 2018 | 59 | 2018 |
| Functional source separation from magnetoencephalographic signals G Barbati, R Sigismondi, F Zappasodi, C Porcaro, S Graziadio, G Valente, ... Human brain mapping 27 (12), 925-934, 2006 | 58 | 2006 |
| Learning of new sound categories shapes neural response patterns in human auditory cortex A Ley, J Vroomen, L Hausfeld, G Valente, P De Weerd, E Formisano Journal of Neuroscience 32 (38), 13273-13280, 2012 | 56 | 2012 |
| How to test for phasic modulation of neural and behavioural responses B Zoefel, MH Davis, G Valente, L Riecke Neuroimage 202, 116175, 2019 | 55 | 2019 |
| Dynamic and task-dependent encoding of speech and voice by phase reorganization of cortical oscillations M Bonte, G Valente, E Formisano Journal of Neuroscience 29 (6), 1699-1706, 2009 | 55 | 2009 |
| Predicting EEG single trial responses with simultaneous fMRI and relevance vector machine regression F De Martino, AW De Borst, G Valente, R Goebel, E Formisano Neuroimage 56 (2), 826-836, 2011 | 53 | 2011 |
| Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes G Valente, AL Castellanos, L Hausfeld, F De Martino, E Formisano Neuroimage 238, 118145, 2021 | 52 | 2021 |
| Opponent coding of sound location (azimuth) in planum temporale is robust to sound-level variations K Derey, G Valente, B de Gelder, E Formisano Cerebral cortex 26 (1), 450-464, 2016 | 44 | 2016 |
| Methods for computing the maximum performance of computational models of fMRI responses A Lage-Castellanos, G Valente, E Formisano, F De Martino PLoS computational biology 15 (3), e1006397, 2019 | 43 | 2019 |
| Frequency-selective attention in auditory scenes recruits frequency representations throughout human superior temporal cortex L Riecke, JC Peters, G Valente, VG Kemper, E Formisano, B Sorger Cerebral Cortex 27 (5), 3002-3014, 2017 | 42 | 2017 |
