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Giancarlo Valente
Giancarlo Valente
Associate Professor, Maastricht University, Department of Cognitive Neuroscience
Verified email at maastrichtuniversity.nl
Title
Cited by
Cited by
Year
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
6062008
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
1812008
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
1442015
Fast Gaussian Naïve Bayes for searchlight classification analysis
M Ontivero-Ortega, A Lage-Castellanos, G Valente, R Goebel, ...
Neuroimage 163, 471-479, 2017
1392017
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
1372011
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
1212014
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
1192014
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
1042016
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
962017
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
672012
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
572006
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
562018
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
552012
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
532009
How to test for phasic modulation of neural and behavioural responses
B Zoefel, MH Davis, G Valente, L Riecke
Neuroimage 202, 116175, 2019
522019
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
512011
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
462021
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
412019
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
412016
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
402017
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