Valente G - Search Results

1

Bridging auditory perception and natural language processing with semantically informed deep neural networks.

Esposito M, Valente G, Plasencia-Calaña Y, Dumontier M, Giordano BL, Formisano E. Esposito M, et al. Among authors: valente g. Sci Rep. 2024 Sep 9;14(1):20994. doi: 10.1038/s41598-024-71693-9. Sci Rep. 2024. PMID: 39251659 Free PMC article.

2

Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds.

Giordano BL, Esposito M, Valente G, Formisano E. Giordano BL, et al. Among authors: valente g. Nat Neurosci. 2023 Apr;26(4):664-672. doi: 10.1038/s41593-023-01285-9. Epub 2023 Mar 16. Nat Neurosci. 2023. PMID: 36928634 Free PMC article.

3

Auditory cortex encodes the perceptual interpretation of ambiguous sound.

Kilian-Hütten N, Valente G, Vroomen J, Formisano E. Kilian-Hütten N, et al. Among authors: valente g. J Neurosci. 2011 Feb 2;31(5):1715-20. doi: 10.1523/JNEUROSCI.4572-10.2011. J Neurosci. 2011. PMID: 21289180 Free PMC article.

4

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. Ley A, et al. Among authors: valente g. J Neurosci. 2012 Sep 19;32(38):13273-80. doi: 10.1523/JNEUROSCI.0584-12.2012. J Neurosci. 2012. PMID: 22993443 Free PMC article.

5

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

Bonte M, Hausfeld L, Scharke W, Valente G, Formisano E. Bonte M, et al. Among authors: valente g. J Neurosci. 2014 Mar 26;34(13):4548-57. doi: 10.1523/JNEUROSCI.4339-13.2014. J Neurosci. 2014. PMID: 24672000 Free PMC article.

6

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

Hausfeld L, Riecke L, Valente G, Formisano E. Hausfeld L, et al. Among authors: valente g. Neuroimage. 2018 Nov 1;181:617-626. doi: 10.1016/j.neuroimage.2018.07.052. Epub 2018 Jul 24. Neuroimage. 2018. PMID: 30048749 Free article.

7

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

Formisano E, De Martino F, Valente G. Formisano E, et al. Among authors: valente g. Magn Reson Imaging. 2008 Sep;26(7):921-34. doi: 10.1016/j.mri.2008.01.052. Epub 2008 May 27. Magn Reson Imaging. 2008. PMID: 18508219

8

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

Bonte M, Valente G, Formisano E. Bonte M, et al. Among authors: valente g. J Neurosci. 2009 Feb 11;29(6):1699-706. doi: 10.1523/JNEUROSCI.3694-08.2009. J Neurosci. 2009. PMID: 19211877 Free PMC article.

9

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

Valente G, Castellanos AL, Vanacore G, Formisano E. Valente G, et al. Hum Brain Mapp. 2014 May;35(5):2163-77. doi: 10.1002/hbm.22318. Epub 2013 Jul 24. Hum Brain Mapp. 2014. PMID: 23881872 Free PMC article.

10

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

Hausfeld L, Valente G, Formisano E. Hausfeld L, et al. Among authors: valente g. Neuroimage. 2014 Aug 1;96:54-66. doi: 10.1016/j.neuroimage.2014.02.006. Epub 2014 Feb 12. Neuroimage. 2014. PMID: 24531045

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