20062019

Research output per year

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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

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

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., 4 Sep 2019, In : Cerebral Cortex. 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

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
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

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

2 Citations (Scopus)

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

2 Citations (Scopus)

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
File
1 Citation (Scopus)
133 Downloads (Pure)
2015

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

7 Citations (Scopus)

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

5 Citations (Scopus)

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

2 Citations (Scopus)

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

2 Citations (Scopus)

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

23 Citations (Scopus)
2012

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

20 Citations (Scopus)

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

18 Citations (Scopus)
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

50 Citations (Scopus)

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

26 Citations (Scopus)
18 Citations (Scopus)
2010
23 Citations (Scopus)
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

23 Citations (Scopus)

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

7 Citations (Scopus)

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

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

261 Citations (Scopus)

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

69 Citations (Scopus)
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

28 Citations (Scopus)