20062020

Research output per year

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Research Output

2006

Functional source separation from magnetoencephalographic signals

Barbati, G., Sigismondi, R., Zappasodi, F., Porcaro, C., Graziadio, S., Valente, G., Balsi, M., Rossini, P. M. & Tecchio, F., 1 Jan 2006, In : Human Brain Mapping. 27, p. 925-934

Research output: Contribution to journalArticleAcademicpeer-review

2008

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

de Martino, F., Valente, G., Staeren, N. P. M. C., Ashburner, J., Goebel, R. W. & Formisano, E., 1 Jan 2008, In : Neuroimage. 43, 1, p. 44-58

Research output: Contribution to journalArticleAcademicpeer-review

Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning

Formisano, E., de Martino, F. & Valente, G., 1 Jan 2008, In : Magnetic Resonance Imaging. 26, 7, p. 921-934

Research output: Contribution to journalArticleAcademicpeer-review

2009

Dynamic and task-dependent encoding of speech and voice by phase reorganization of cortical oscillations

Bonte, M. L., Valente, G. & Formisano, E., 1 Jan 2009, In : Journal of Neuroscience. 29, 6, p. 1699-1706

Research output: Contribution to journalArticleAcademicpeer-review

Optimizing ICA in fMRI using information on spatial regularities of the sources

Valente, G., de Martino, F., Filosa, G., Balsi, M. & Formisano, E., 1 Jan 2009, In : Magnetic Resonance Imaging. 27, 8, p. 1110-1119

Research output: Contribution to journalArticleAcademicpeer-review

Predicting evoked and induced EEG responses during mental visual imagery using fMRI and multivariate regression

de Martino, F., de Borst, A. W., Valente, G., Goebel, R. & Formisano, E., 1 Jan 2009, In : Neuroimage. 47, Supplement 1, p. S134-S134

Research output: Contribution to journalArticleAcademicpeer-review

Spatial topography (fMRI) and spectro-temporal brain dynamics (EEG) during mental imagery of scenes

de Borst, A. W., Sack, A. T., Jansma-Schmitt, B. M., Esposito, F., de Martino, F., Valente, G., Di Salle, F., Goebel, R. & Formisano, E., 1 Jan 2009, p. S134-S134.

Research output: Contribution to conferencePosterAcademic

2010

Multimodal imaging: an evaluation of univariate and multivariate methods for simultaneous EEG/fMRI.

de Martino, F., Valente, G., de Borst, A. W., Esposito, F., Roebroeck, A. F., Goebel, R. W. & Formisano, E., 1 Jan 2010, In : Magnetic Resonance Imaging. 28, 8, p. 1104-1112

Research output: Contribution to journalArticleAcademicpeer-review

2011

Auditory Cortex Encodes the Perceptual Interpretation of Ambiguous Sound

Kilian-Hütten, N. J., Valente, G., Vroomen, J. & Formisano, E., 2 Feb 2011, In : Journal of Neuroscience. 31, 5, p. 1715-1720 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Predicting EEG single trial responses with simultaneous fMRI and Relevance Vector Machine regression

de Martino, F., de Borst, A. W., Valente, G., Goebel, R. & Formisano, E., 1 Jan 2011, In : Neuroimage. 56, 2, p. 826-836

Research output: Contribution to journalArticleAcademicpeer-review

Predicting subject-driven actions and sensory experience in a virtual world with Relevance Vector Machine Regression of fMRI data

Valente, G., de Martino, F., Esposito, F., Goebel, R. & Formisano, E., 1 Jan 2011, In : Neuroimage. 56, 2, p. 651-661

Research output: Contribution to journalArticleAcademicpeer-review

2012

Classification and Visualization of Multiclass fMRI Data Using Supervised Self-Organizing Maps

Hausfeld, L., Santoro, R., Valente, G. & Formisano, E., 1 Jan 2012, Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on. London: IEEE, p. 65-68

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Integration of "what" and "where" in frontal cortex during visual imagery of scenes

de Borst, A. W., Sack, A. T., Jansma, B. M., Esposito, F., de Martino, F., Valente, G., Roebroeck, A., Di Salle, F., Goebel, R. & Formisano, E., Mar 2012, In : Neuroimage. 60, 1, p. 47-58 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Learning of new sound categories shapes neural response patterns in human auditory cortex

Ley, A., Vroomen, J., Hausfeld, L., Valente, G., de Weerd, P. & Formisano, E., 1 Jan 2012, In : Journal of Neuroscience. 32, 38, p. 13273-13280

Research output: Contribution to journalArticleAcademicpeer-review

Multiclass fMRI data decoding and visualization using supervised self-organizing maps

Hausfeld, L., Valente, G. & Formisano, E., 1 Aug 2014, In : Neuroimage. 96, p. 54-66 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multivariate linear regression of high-dimensional fMRI data with multiple target variables

Valente, G., Castellanos, A. L., Vanacore, G. & Formisano, E., 1 Jan 2014, In : Human Brain Mapping. 35, 5, p. 2163-2177

Research output: Contribution to journalArticleAcademicpeer-review

Sustained selective attention to competing amplitude-modulations in human auditory cortex

Riecke, L., Scharke, W., Valente, G. & Gutschalk, A., 26 Sep 2014, In : PLOS ONE. 9, 9, 10 p., e108045.

Research output: Contribution to journalArticleAcademicpeer-review

Task-dependent decoding of speaker and vowel identity from auditory cortical response patterns

Bonte, M., Hausfeld, L., Scharke, W., Valente, G. & Formisano, E., 26 Mar 2014, In : Journal of Neuroscience. 34, 13, p. 4548-4557 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

The Default Mode Network and the Working Memory Network are not anti-correlated during all phases of a working memory task

Piccoli, T., Valente, G., Linden, D. E., Re, M., Esposito, F., Sack, A. T. & Di Salle, F., 2014, p. S40-S40.

Research output: Contribution to conferenceAbstractAcademic

Open Access
2015

Information Decoding from fMRI Images

de Martino, F., Olman, C. A. & Valente, G., 2015, fMRI: From Nuclear Spins to Brain Functions. Ugurbil, K., Uludag, K. & Berliner, L. (eds.). Springer, p. 661-698

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

The default mode network and the working memory network are not anti-correlated during all phases of a working memory task

Piccoli, T., Valente, G., Linden, D. E. J., Re, M., Esposito, F., Sack, A. T. & di Salle, F., 7 Apr 2015, In : PLOS ONE. 10, 4, 16 p., e0123354.

Research output: Contribution to journalArticleAcademicpeer-review

2016

Brain-based decoding of mentally imagined film clips and sounds reveals experience-based information patterns in film professionals

de Borst, A. W., Valente, G., Jääskeläinen, I. P. & Tikka, P., 1 Apr 2016, In : Neuroimage. 129, p. 428-438 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Opponent Coding of Sound Location (Azimuth) in Planum Temporale is Robust to Sound-Level Variations

Derey, K., Valente, G., de Gelder, B. & Formisano, E., Jan 2016, In : Cerebral Cortex. 26, 1, p. 450-464 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

The effect of spatial resolution on decoding accuracy in fMRI multivariate pattern analysis

Gardumi, A., Ivanov, D., Hausfeld, L., Valente, G., Formisano, E. & Uludag, K., 15 May 2016, In : Neuroimage. 132, p. 32-42 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Vitality Forms Processing in the Insula during Action Observation: A Multivoxel Pattern Analysis

Di Cesare, G., Valente, G., Di Dio, C., Ruffaldi, E., Bergamasco, M., Goebel, R. & Rizzolatti, G., 9 Jun 2016, In : Frontiers in Human Neuroscience. 10, 11 p., 267.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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2017

Fast Gaussian Naïve Bayes for searchlight classification analysis

Ontivero-Ortega, M., Lage-Castellanos, A., Valente, G., Goebel, R. & Valdes-Sosa, M., Dec 2017, In : Neuroimage. 163, p. 471-479 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Frequency-selective attention in auditory scenes recruits frequency representations throughout human superior temporal cortex

Riecke, L., Peters, J. C., Valente, G., Kemper, V. G., Formisano, E. & Sorger, B., May 2017, In : Cerebral Cortex. 27, 5, p. 3002-3014 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Localization of complex sounds is modulated by behavioral relevance and sound category

Derey, K., Rauschecker, J. P., Formisano, E., Valente, G. & de Gelder, B., Oct 2017, In : Journal of the Acoustical Society of America. 142, 4, p. 1757-1773 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

Reconstructing the spectrotemporal modulations of real-life sounds from fMRI response patterns

Santoro, R., Moerel, M., De Martino, F., Valente, G., Ugurbil, K., Yacoub, E. & Formisano, E., 2 May 2017, In : Proceedings of the National Academy of Sciences of the United States of America. 114, 18, p. 4799-4804

Research output: Contribution to journalArticleAcademicpeer-review

Robust inter-subject audiovisual decoding in functional magnetic resonance imaging using high-dimensional regression

Raz, G., Svanera, M., Singer, N., Gilam, G., Cohen, M. B., Lin, T., Admon, R., Gonen, T., Thaler, A., Granot, R. Y., Goebel, R., Benini, S. & Valente, G., Dec 2017, In : Neuroimage. 163, p. 244-263 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

2018

Active sound localization sharpens spatial tuning in human primary auditory cortex

van der Heijden, K., Rauschecker, J. P., Formisano, E., Valente, G. & de Gelder, B., 3 Oct 2018, In : Journal of Neuroscience. 38, 40, p. 8574-8587 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Assessing Top-Down and Bottom-Up Contributions to Auditory Stream Segregation and Integration With Polyphonic Music

Disbergen, N. R., Valente, G., Formisano, E. & Zatorre, R. J., 7 Mar 2018, In : Frontiers in Neuroscience. 12, p. 1-16 16 p., 121.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Cortical tracking of multiple streams outside the focus of attention in naturalistic auditory scenes

Hausfeld, L., Riecke, L., Valente, G. & Formisano, E., 1 Nov 2018, In : Neuroimage. 181, p. 617-626 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Frequency-specific attentional modulation in human primary auditory cortex and midbrain

Riecke, L., Peters, J. C., Valente, G., Poser, B. A., Kemper, V. G., Formisano, E. & Sorger, B., 1 Jul 2018, In : Neuroimage. 174, p. 274-287 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2019

A Robust Neural Fingerprint of Cinematic Shot-Scale

Raz, G., Valente, G., Svanera, M., Benini, S. & Kovács, A. B., Dec 2019, In : Projections-The journal for movies and mind. 13, 3, p. 23-52 30 p.

Research output: Contribution to journalArticleAcademicpeer-review

How to test for phasic modulation of neural and behavioural responses

Zoefel, B., Davis, M. H., Valente, G. & Riecke, L., 15 Nov 2019, In : Neuroimage. 202, 15 p., 116175.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Methods for computing the maximum performance of computational models of fMRI responses

Lage-Castellanos, A., Valente, G., Formisano, E. & De Martino, F., 8 Mar 2019, In : PLoS Computational Biology. 15, 3, 25 p., e1006397.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Optimizing fMRI experimental design for MVPA-based BCI control: Combining the strengths of block and event-related designs

Valente, G., Kaas, A., Formisano, E. & Goebel, R., 1 Feb 2019, In : Neuroimage. 186, p. 369-381 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Topographic Somatosensory Imagery for Real-Time fMRI Brain-Computer Interfacing

Kaas, A., Goebel, R., Valente, G. & Sorger, B., 5 Dec 2019, In : Frontiers in Human Neuroscience. 13, 14 p., 427.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Transfer learning of deep neural network representations for fMRI decoding

Svanera, M., Savardi, M., Benini, S., Signoroni, A., Raz, G., Hendler, T., Muckli, L., Goebel, R. & Valente, G., 1 Dec 2019, In : Journal of Neuroscience Methods. 328, 13 p., 108319.

Research output: Contribution to journalArticleAcademicpeer-review

2020

Behavioral effects of rhythm, carrier frequency and temporal cueing on the perception of sound sequences

Heynckes, M., De Weerd, P., Valente, G., Formisano, E. & De Martino, F., 5 Jun 2020, In : PLOS ONE. 15, 6, 17 p., 0234251.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Investigating the reliability of population receptive field size estimates using fMRI

Lage-Castellanos, A., Valente, G., Senden, M. & De Martino, F., 30 Jul 2020, In : Frontiers in Neuroscience. 14, 17 p., 825.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Reorganization of sound location processing in the auditory cortex of blind humans

van der Heijden, K., Formisano, E., Valente, G., Zhan, M., Kupers, R. & de Gelder, B., Mar 2020, In : Cerebral Cortex. 30, 3, p. 1103–1116 14 p.

Research output: Contribution to journalArticleAcademicpeer-review