Elia Formisano

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 25

Top Topics

Information Processing

Computational Models

Focus Of Attention

Top Venues

J. Cogn. Neurosci.

PLoS Comput. Biol.

Publications

Gijs Wijngaard, Elia Formisano, Bruno L. Giordano, Michel Dumontier
ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds. CoRR (2024)
Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier
Audio-Language Datasets of Scenes and Events: A Survey. CoRR (2024)
Michele Esposito, Giancarlo Valente, Yenisel Plasencia Calaña, Michel Dumontier, Bruno L. Giordano, Elia Formisano
Semantically-Informed Deep Neural Networks For Sound Recognition. ICASSP (2023)
Gijs Wijngaard, Elia Formisano, Bruno L. Giordano, Michel Dumontier
ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds. EUSIPCO (2023)
Lars Hausfeld, Martha Shiell, Elia Formisano, Lars Riecke
Cortical processing of distracting speech in noisy auditory scenes depends on perceptual demand. NeuroImage 228 (2021)
Giancarlo Valente, Agustin Lage-Castellanos, Lars Hausfeld, Federico De Martino, Elia Formisano
Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes. NeuroImage 238 (2021)
Isma Zulfiqar, Martin Havlicek, Michelle Moerel, Elia Formisano
Predicting neuronal response properties from hemodynamic responses in the auditory cortex. NeuroImage 244 (2021)
Shruti Ullas, Lars Hausfeld, Anne Cutler, Frank Eisner, Elia Formisano
Neural Correlates of Phonetic Adaptation as Induced by Lexical and Audiovisual Context. J. Cogn. Neurosci. 32 (11) (2020)
Agustin Lage-Castellanos, Giancarlo Valente, Elia Formisano, Federico De Martino
Methods for computing the maximum performance of computational models of fMRI responses. PLoS Comput. Biol. 15 (3) (2019)
Samuel J. D. Lawrence, Elia Formisano, Lars Muckli, Floris P. de Lange
Laminar fMRI: Applications for cognitive neuroscience. NeuroImage 197 (2019)
Isma Zulfiqar, Michelle Moerel, Elia Formisano
Spectro-Temporal Processing in a Two-Stream Computational Model of Auditory Cortex. Frontiers Comput. Neurosci. 13 (2019)
Giancarlo Valente, Amanda L. Kaas, Elia Formisano, Rainer Goebel
Optimizing fMRI experimental design for MVPA-based BCI control: Combining the strengths of block and event-related designs. NeuroImage 186 (2019)
Federico De Martino, Essa Yacoub, Valentin G. Kemper, Michelle Moerel, Kâmil Uludag, Peter De Weerd, Kamil Ugurbil, Rainer Goebel, Elia Formisano
The impact of ultra-high field MRI on cognitive and computational neuroimaging. NeuroImage 168 (2018)
Emily J. Allen, Michelle Moerel, Agustin Lage-Castellanos, Federico De Martino, Elia Formisano, Andrew J. Oxenham
Encoding of natural timbre dimensions in human auditory cortex. NeuroImage 166 (2018)
Lars Riecke, Judith C. Peters, Giancarlo Valente, Benedikt A. Poser, Valentin G. Kemper, Elia Formisano, Bettina Sorger
Frequency-specific attentional modulation in human primary auditory cortex and midbrain. NeuroImage 174 (2018)
Lars Hausfeld, Lars Riecke, Elia Formisano
Acoustic and higher-level representations of naturalistic auditory scenes in human auditory and frontal cortex. NeuroImage 173 (2018)
Jessica A. F. Thompson, Yoshua Bengio, Elia Formisano, Marc Schönwiesner
How can deep learning advance computational modeling of sensory information processing? CoRR (2018)
Michelle Moerel, Federico De Martino, Valentin G. Kemper, Sebastian Schmitter, An T. Vu, Kamil Ugurbil, Elia Formisano, Essa Yacoub
Sensitivity and specificity considerations for fMRI encoding, decoding, and mapping of auditory cortex at ultra-high field. NeuroImage 164 (2018)
Vittoria De Angelis, Federico De Martino, Michelle Moerel, Roberta Santoro, Lars Hausfeld, Elia Formisano
Cortical processing of pitch: Model-based encoding and decoding of auditory fMRI responses to real-life sounds. NeuroImage 180 (Part) (2018)
Lars Hausfeld, Lars Riecke, Giancarlo Valente, Elia Formisano
Cortical tracking of multiple streams outside the focus of attention in naturalistic auditory scenes. NeuroImage 181 (2018)
Lars Hausfeld, Alexander Gutschalk, Elia Formisano, Lars Riecke
Effects of Cross-modal Asynchrony on Informational Masking in Human Cortex. J. Cogn. Neurosci. 29 (6) (2017)
Milene Bonte, Anke Ley, Wolfgang Scharke, Elia Formisano
Developmental refinement of cortical systems for speech and voice processing. NeuroImage 128 (2016)
Anna Gardumi, Dimo Ivanov, Lars Hausfeld, Giancarlo Valente, Elia Formisano, Kâmil Uludag
The effect of spatial resolution on decoding accuracy in fMRI multivariate pattern analysis. NeuroImage 132 (2016)
Sanne ten Oever, Lars Hausfeld, João Mendonca Correia, Nienke van Atteveldt, Elia Formisano, Alexander Thomas Sack
A 7T fMRI study investigating the influence of oscillatory phase on syllable representations. NeuroImage 141 (2016)
Michelle Moerel, Federico De Martino, Roberta Santoro, Essa Yacoub, Elia Formisano
Representation of pitch chroma by multi-peak spectral tuning in human auditory cortex. NeuroImage 106 (2015)
Roberta Santoro, Michelle Moerel, Federico De Martino, Rainer Goebel, Kamil Ugurbil, Essa Yacoub, Elia Formisano
Encoding of Natural Sounds at Multiple Spectral and Temporal Resolutions in the Human Auditory Cortex. PLoS Comput. Biol. 10 (1) (2014)
Lars Hausfeld, Giancarlo Valente, Elia Formisano
Multiclass fMRI data decoding and visualization using supervised self-organizing maps. NeuroImage 96 (2014)
Milene Bonte, Martin A. Frost, Sanne Rutten, Anke Ley, Elia Formisano, Rainer Goebel
Development from childhood to adulthood increases morphological and functional inter-individual variability in the right superior temporal cortex. NeuroImage 83 (2013)
Felix Duecker, Elia Formisano, Alexander Thomas Sack
Hemispheric Differences in the Voluntary Control of Spatial Attention: Direct Evidence for a Right-Hemispheric Dominance within Frontal Cortex. J. Cogn. Neurosci. 25 (8) (2013)
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
Integration of "what" and "where" in frontal cortex during visual imagery of scenes. NeuroImage 60 (1) (2012)
Lars Hausfeld, Federico De Martino, Milene Bonte, Elia Formisano
Pattern analysis of EEG responses to speech and voice: Influence of feature grouping. NeuroImage 59 (4) (2012)
Hanna Renvall, Noël Staeren, Nicolette Siep, Fabrizio Esposito, Ole Jensen, Elia Formisano
Of cats and women: Temporal dynamics in the right temporoparietal cortex reflect auditory categorical processing of vocalizations. NeuroImage 62 (3) (2012)
Lars Hausfeld, Roberta Santoro, Giancarlo Valente, Elia Formisano
Classification and Visualization of Multiclass fMRI Data Using Supervised Self-Organizing Maps. PRNI (2012)
Elia Formisano, Nikolaus Kriegeskorte
Seeing patterns through the hemodynamic veil - The future of pattern-information fMRI. NeuroImage 62 (2) (2012)
Jan Zimmermann, Alard Roebroeck, Kâmil Uludag, Alexander Thomas Sack, Elia Formisano, Bernadette M. Jansma, Peter De Weerd, Rainer Goebel
Network-based statistics for a community driven transparent publication process. Frontiers Comput. Neurosci. 6 (2012)
Federico De Martino, Sebastian Schmitter, Michelle Moerel, Jinfeng Tian, Kamil Ugurbil, Elia Formisano, Essa Yacoub, Pierre-François van de Moortele
shimming. NeuroImage 63 (3) (2012)
Giancarlo Valente, Federico De Martino, Fabrizio Esposito, Rainer Goebel, Elia Formisano
Predicting subject-driven actions and sensory experience in a virtual world with Relevance Vector Machine Regression of fMRI data. NeuroImage 56 (2) (2011)
Alard Roebroeck, Elia Formisano, Rainer Goebel
The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. NeuroImage 58 (2) (2011)
Federico De Martino, Fabrizio Esposito, Pierre-François van de Moortele, Noam Harel, Elia Formisano, Rainer Goebel, Kamil Ugurbil, Essa Yacoub
Whole brain high-resolution functional imaging at ultra high magnetic fields: An application to the analysis of resting state networks. NeuroImage 57 (3) (2011)
Niclas Kilian-Hütten, Jean Vroomen, Elia Formisano
Brain activation during audiovisual exposure anticipates future perception of ambiguous speech. NeuroImage 57 (4) (2011)
Federico De Martino, Aline W. de Borst, Giancarlo Valente, Rainer Goebel, Elia Formisano
Predicting EEG single trial responses with simultaneous fMRI and Relevance Vector Machine regression. NeuroImage 56 (2) (2011)
Alard Roebroeck, Elia Formisano, Rainer Goebel
Reply to Friston and David: After comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. NeuroImage 58 (2) (2011)
Alard Roebroeck, Ralf Galuske, Elia Formisano, Oriana Chiry, Hansjürgen Bratzke, Itamar Ronen, Dae-Shik Kim, Rainer Goebel
High-resolution diffusion tensor imaging and tractography of the human optic chiasm at 9.4 T. NeuroImage 39 (1) (2008)
Federico De Martino, Giancarlo Valente, Noël Staeren, John Ashburner, Rainer Goebel, Elia Formisano
Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. NeuroImage 43 (1) (2008)
Nienke M. van Atteveldt, Elia Formisano, Rainer Goebel, Leo Blomert
Top-down task effects overrule automatic multisensory responses to letter-sound pairs in auditory association cortex. NeuroImage 36 (4) (2007)
Federico De Martino, Francesco Gentile, Fabrizio Esposito, Marco Balsi, Francesco Di Salle, Rainer Goebel, Elia Formisano
Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. NeuroImage 34 (1) (2007)
Roman Rodionov, Federico De Martino, Helmut Laufs, David W. Carmichael, Elia Formisano, Matthew C. Walker, John S. Duncan, Louis Lemieux
Independent component analysis of interictal fMRI in focal epilepsy: Comparison with general linear model-based EEG-correlated fMRI. NeuroImage 38 (3) (2007)
Fabrizio Esposito, Tommaso Scarabino, Aapo Hyvärinen, Johan Himberg, Elia Formisano, Silvia Comani, Gioacchino Tedeschi, Rainer Goebel, Erich Seifritz, Francesco Di Salle
Independent component analysis of fMRI group studies by self-organizing clustering. NeuroImage 25 (1) (2005)
Vincent van de Ven, Elia Formisano, Christian H. Röder, David Prvulovic, Robert A. Bittner, Matthias G. Dietz, Daniela Hubl, Thomas Dierks, Andrea Federspiel, Fabrizio Esposito, Francesco Di Salle, Bernadette M. Jansma, Rainer Goebel, David E. J. Linden
The spatiotemporal pattern of auditory cortical responses during verbal hallucinations. NeuroImage 27 (3) (2005)
Alard Roebroeck, Elia Formisano, Rainer Goebel
Mapping directed influence over the brain using Granger causality and fMRI. NeuroImage 25 (1) (2005)
Fabrizio Esposito, Erich Seifritz, Elia Formisano, Renato Morrone, Tommaso Scarabino, Gioacchino Tedeschi, Sossio Cirillo, Rainer Goebel, Francesco Di Salle
Real-time independent component analysis of fMRI time-series. NeuroImage 20 (4) (2003)
Elia Formisano, Fabrizio Esposito, Nikolaus Kriegeskorte, Gioacchino Tedeschi, Francesco Di Salle, Rainer Goebel
Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components. Neurocomputing 49 (1-4) (2002)