Constrained ICA for functional magnetic resonance imaging. - Marco Balsi; Giuseppe Filosa; Giancarlo Valente; Patrizia Pantano (ECCTD, 2005)

Validation of a statistical non-linear model of GaAs HEMT MMIC's by hypothesis testing and principal components analysis. - Marco Balsi; Francesco Centurelli; Piero Marietti; Giuseppe Scotti; Pasquale Tommasino; Alessandro Trifiletti; Giancarlo Valente (ISCAS, 2006)

Somatosensory dynamic gamma-band synchrony: A neural code of sensorimotor dexterity. - Franca Tecchio; Sara Graziadio; Giulia Barbati; Roberto Sigismondi; Filippo Zappasodi; Camillo Porcaro; Giancarlo Valente; Marco Balsi; Paolo Maria Rossini (NeuroImage, 2007)

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. - Federico De Martino; Giancarlo Valente; Noël Staeren; John Ashburner; Rainer Goebel; Elia Formisano (NeuroImage, 2008)

Predicting EEG single trial responses with simultaneous fMRI and Relevance Vector Machine regression. - Federico De Martino; Aline W. de Borst; Giancarlo Valente; Rainer Goebel; Elia Formisano (NeuroImage, 2011)

Predicting subject-driven actions and sensory experience in a virtual world with Relevance Vector Machine Regression of fMRI data. - Giancarlo Valente; Federico De Martino; Fabrizio Esposito; Rainer Goebel; Elia Formisano (NeuroImage, 2011)

Classification and Visualization of Multiclass fMRI Data Using Supervised Self-Organizing Maps. - Lars Hausfeld; Roberta Santoro; Giancarlo Valente; Elia Formisano (PRNI, 2012)

Integration of "what" and "where" in frontal cortex during visual imagery of scenes. - Aline W. de Borst; Alexander Thomas Sack; Bernadette M. Jansma; Fabrizio Esposito; Federico De Martino; Giancarlo Valente; Alard Roebroeck; Francesco Di Salle; Rainer Goebel; Elia Formisano (NeuroImage, 2012)

Multiclass fMRI data decoding and visualization using supervised self-organizing maps. - Lars Hausfeld; Giancarlo Valente; Elia Formisano (NeuroImage, 2014)

Brain-based decoding of mentally imagined film clips and sounds reveals experience-based information patterns in film professionals. - Aline W. de Borst; Giancarlo Valente; Iiro P. Jääskeläinen; Pia Tikka (NeuroImage, 2016)

The effect of spatial resolution on decoding accuracy in fMRI multivariate pattern analysis. - Anna Gardumi; Dimo Ivanov; Lars Hausfeld; Giancarlo Valente; Elia Formisano; Kâmil Uludag (NeuroImage, 2016)

Deep driven fMRI decoding of visual categories. - Michele Svanera; Sergio Benini; Gal Raz; Talma Hendler; Rainer Goebel; Giancarlo Valente (CoRR, 2017)

Fast Gaussian Naïve Bayes for searchlight classification analysis. - Marlis Ontivero-Ortega; Agustin Lage-Castellanos; Giancarlo Valente; Rainer Goebel; Mitchell Valdés-Sosa (NeuroImage, 2017)

Robust inter-subject audiovisual decoding in functional magnetic resonance imaging using high-dimensional regression. - Gal Raz; Michele Svanera; Neomi Singer; Gadi Gilam; Maya Bleich Cohen; Tamar Lin; Roee Admon; Tal Gonen; Avner Thaler; Roni Y. Granot; Rainer Goebel; Sergio Benini; et al. (NeuroImage, 2017)

Cortical tracking of multiple streams outside the focus of attention in naturalistic auditory scenes. - Lars Hausfeld; Lars Riecke; Giancarlo Valente; Elia Formisano (NeuroImage, 2018)

Frequency-specific attentional modulation in human primary auditory cortex and midbrain. - Lars Riecke; Judith C. Peters; Giancarlo Valente; Benedikt A. Poser; Valentin G. Kemper; Elia Formisano; Bettina Sorger (NeuroImage, 2018)

Optimizing fMRI experimental design for MVPA-based BCI control: Combining the strengths of block and event-related designs. - Giancarlo Valente; Amanda L. Kaas; Elia Formisano; Rainer Goebel (NeuroImage, 2019)

How to test for phasic modulation of neural and behavioural responses. - Benedikt Zoefel; Matthew H. Davis; Giancarlo Valente; Lars Riecke (NeuroImage, 2019)

Methods for computing the maximum performance of computational models of fMRI responses. - Agustin Lage-Castellanos; Giancarlo Valente; Elia Formisano; Federico De Martino (PLoS Comput. Biol., 2019)

Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes. - Giancarlo Valente; Agustin Lage-Castellanos; Lars Hausfeld; Federico De Martino; Elia Formisano (NeuroImage, 2021)

Semantically-Informed Deep Neural Networks For Sound Recognition. - Michele Esposito; Giancarlo Valente; Yenisel Plasencia Calaña; Michel Dumontier; Bruno L. Giordano; Elia Formisano (ICASSP, 2023)

It is a matter of perspective: Attentional focus rather than dietary restraint drives brain responses to food stimuli. - Sarah Kochs; Sieske Franssen; Leonardo Pimpini; Job van den Hurk; Giancarlo Valente; Alard Roebroeck; Anita Jansen; Anne Roefs (NeuroImage, 2023)