Elia Formisano

57 papers Misc 1Journal 54Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AudSemThinker: Enhancing Audio-Language Models through Reasoning over Semantics of Sound. CoRR Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier
2025	J	`jnl`	Audio-Language Datasets of Scenes and Events: A Survey. IEEE Access Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier
2025	J	`jnl`	AudioToolAgent: An Agentic Framework for Audio-Language Models. CoRR Gijs Wijngaard, Elia Formisano, Michel Dumontier
2025	J	`jnl`	Data-Balanced Curriculum Learning for Audio Question Answering. CoRR Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier
2025	J	`jnl`	Deciphering the transformation of sounds into meaning: Insights from disentangling intermediate representations in sound-to-event DNNs. Neurocomputing Tim Dick, Alexia Briassouli, Enrique Hortal, Elia Formisano
2024	J	`jnl`	ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds. CoRR Gijs Wijngaard, Elia Formisano, Bruno L. Giordano, Michel Dumontier
2024	J	`jnl`	Audio-Language Datasets of Scenes and Events: A Survey. CoRR Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier
2023	—	`conf`	ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds. EUSIPCO Gijs Wijngaard, Elia Formisano, Bruno L. Giordano, Michel Dumontier
2023	Misc	`conf`	Semantically-Informed Deep Neural Networks For Sound Recognition. ICASSP Michele Esposito, Giancarlo Valente, Yenisel Plasencia Calaña, Michel Dumontier, Bruno L. Giordano, Elia Formisano
2021	J	`jnl`	Cortical processing of distracting speech in noisy auditory scenes depends on perceptual demand. NeuroImage Lars Hausfeld, Martha Shiell, Elia Formisano, Lars Riecke
2021	J	`jnl`	Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes. NeuroImage Giancarlo Valente, Agustin Lage-Castellanos, Lars Hausfeld, Federico De Martino, Elia Formisano
2021	J	`jnl`	Predicting neuronal response properties from hemodynamic responses in the auditory cortex. NeuroImage Isma Zulfiqar, Martin Havlicek, Michelle Moerel, Elia Formisano
2020	J	`jnl`	Neural Correlates of Phonetic Adaptation as Induced by Lexical and Audiovisual Context. J. Cogn. Neurosci. Shruti Ullas, Lars Hausfeld, Anne Cutler, Frank Eisner, Elia Formisano
2019	J	`jnl`	Laminar fMRI: Applications for cognitive neuroscience. NeuroImage Samuel J. D. Lawrence, Elia Formisano, Lars Muckli, Floris P. de Lange
2019	J	`jnl`	Methods for computing the maximum performance of computational models of fMRI responses. PLoS Comput. Biol. Agustin Lage-Castellanos, Giancarlo Valente, Elia Formisano, Federico De Martino
2019	J	`jnl`	Optimizing fMRI experimental design for MVPA-based BCI control: Combining the strengths of block and event-related designs. NeuroImage Giancarlo Valente, Amanda L. Kaas, Elia Formisano, Rainer Goebel
2019	J	`jnl`	Spectro-Temporal Processing in a Two-Stream Computational Model of Auditory Cortex. Frontiers Comput. Neurosci. Isma Zulfiqar, Michelle Moerel, Elia Formisano
2018	J	`jnl`	Acoustic and higher-level representations of naturalistic auditory scenes in human auditory and frontal cortex. NeuroImage Lars Hausfeld, Lars Riecke, Elia Formisano
2018	J	`jnl`	Cortical processing of pitch: Model-based encoding and decoding of auditory fMRI responses to real-life sounds. NeuroImage Vittoria De Angelis, Federico De Martino, Michelle Moerel, Roberta Santoro, Lars Hausfeld, Elia Formisano
2018	J	`jnl`	Cortical tracking of multiple streams outside the focus of attention in naturalistic auditory scenes. NeuroImage Lars Hausfeld, Lars Riecke, Giancarlo Valente, Elia Formisano
2018	J	`jnl`	Encoding of natural timbre dimensions in human auditory cortex. NeuroImage Emily J. Allen, Michelle Moerel, Agustin Lage-Castellanos, Federico De Martino, Elia Formisano, Andrew J. Oxenham
2018	J	`jnl`	Frequency-specific attentional modulation in human primary auditory cortex and midbrain. NeuroImage Lars Riecke, Judith C. Peters, Giancarlo Valente, Benedikt A. Poser, Valentin G. Kemper, Elia Formisano, Bettina Sorger
2018	J	`jnl`	How can deep learning advance computational modeling of sensory information processing? CoRR Jessica A. F. Thompson, Yoshua Bengio, Elia Formisano, Marc Schönwiesner
2018	J	`jnl`	Sensitivity and specificity considerations for fMRI encoding, decoding, and mapping of auditory cortex at ultra-high field. NeuroImage Michelle Moerel, Federico De Martino, Valentin G. Kemper, Sebastian Schmitter, An T. Vu, Kâmil Ugurbil, Elia Formisano, Essa Yacoub
2018	J	`jnl`	The impact of ultra-high field MRI on cognitive and computational neuroimaging. NeuroImage Federico De Martino, Essa Yacoub, Valentin G. Kemper, Michelle Moerel, Kâmil Uludag, Peter De Weerd, Kâmil Ugurbil, Rainer Goebel, Elia Formisano
2017	J	`jnl`	Effects of Cross-modal Asynchrony on Informational Masking in Human Cortex. J. Cogn. Neurosci. Lars Hausfeld, Alexander Gutschalk, Elia Formisano, Lars Riecke
2016	J	`jnl`	A 7T fMRI study investigating the influence of oscillatory phase on syllable representations. NeuroImage Sanne ten Oever, Lars Hausfeld, João Mendonca Correia, Nienke van Atteveldt, Elia Formisano, Alexander Thomas Sack
2016	J	`jnl`	Developmental refinement of cortical systems for speech and voice processing. NeuroImage Milene L. Bonte, Anke Ley, Wolfgang Scharke, Elia Formisano
2016	J	`jnl`	The effect of spatial resolution on decoding accuracy in fMRI multivariate pattern analysis. NeuroImage Anna Gardumi, Dimo Ivanov, Lars Hausfeld, Giancarlo Valente, Elia Formisano, Kâmil Uludag
2015	J	`jnl`	Representation of pitch chroma by multi-peak spectral tuning in human auditory cortex. NeuroImage Michelle Moerel, Federico De Martino, Roberta Santoro, Essa Yacoub, Elia Formisano
2014	J	`jnl`	Encoding of Natural Sounds at Multiple Spectral and Temporal Resolutions in the Human Auditory Cortex. PLoS Comput. Biol. Roberta Santoro, Michelle Moerel, Federico De Martino, Rainer Goebel, Kâmil Ugurbil, Essa Yacoub, Elia Formisano
2014	J	`jnl`	Multiclass fMRI data decoding and visualization using supervised self-organizing maps. NeuroImage Lars Hausfeld, Giancarlo Valente, Elia Formisano
2013	J	`jnl`	Development from childhood to adulthood increases morphological and functional inter-individual variability in the right superior temporal cortex. NeuroImage Milene L. Bonte, Martin A. Frost, Sanne Rutten, Anke Ley, Elia Formisano, Rainer Goebel
2013	J	`jnl`	Hemispheric Differences in the Voluntary Control of Spatial Attention: Direct Evidence for a Right-Hemispheric Dominance within Frontal Cortex. J. Cogn. Neurosci. Felix Duecker, Elia Formisano, Alexander Thomas Sack
2012	—	`conf`	Classification and Visualization of Multiclass fMRI Data Using Supervised Self-Organizing Maps. PRNI Lars Hausfeld, Roberta Santoro, Giancarlo Valente, Elia Formisano
2012	J	`jnl`	Integration of "what" and "where" in frontal cortex during visual imagery of scenes. NeuroImage 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
2012	J	`jnl`	Network-based statistics for a community driven transparent publication process. Frontiers Comput. Neurosci. Jan Zimmermann, Alard Roebroeck, Kâmil Uludag, Alexander Thomas Sack, Elia Formisano, Bernadette M. Jansma, Peter De Weerd, Rainer Goebel
2012	J	`jnl`	Of cats and women: Temporal dynamics in the right temporoparietal cortex reflect auditory categorical processing of vocalizations. NeuroImage Hanna Renvall, Noël Staeren, Nicolette Siep, Fabrizio Esposito, Ole Jensen, Elia Formisano
2012	J	`jnl`	Pattern analysis of EEG responses to speech and voice: Influence of feature grouping. NeuroImage Lars Hausfeld, Federico De Martino, Milene L. Bonte, Elia Formisano
2012	J	`jnl`	Seeing patterns through the hemodynamic veil - The future of pattern-information fMRI. NeuroImage Elia Formisano, Nikolaus Kriegeskorte
2012	J	`jnl`	Spin echo functional MRI in bilateral auditory cortices at 7 T: An application of B NeuroImage Federico De Martino, Sebastian Schmitter, Michelle Moerel, Jinfeng Tian, Kâmil Ugurbil, Elia Formisano, Essa Yacoub, Pierre-François van de Moortele
2011	J	`jnl`	Brain activation during audiovisual exposure anticipates future perception of ambiguous speech. NeuroImage Niclas Kilian-Hütten, Jean H. M. Vroomen, Elia Formisano
2011	J	`jnl`	Predicting EEG single trial responses with simultaneous fMRI and Relevance Vector Machine regression. NeuroImage Federico De Martino, Aline W. de Borst, Giancarlo Valente, Rainer Goebel, Elia Formisano
2011	J	`jnl`	Predicting subject-driven actions and sensory experience in a virtual world with Relevance Vector Machine Regression of fMRI data. NeuroImage Giancarlo Valente, Federico De Martino, Fabrizio Esposito, Rainer Goebel, Elia Formisano
2011	J	`jnl`	Reply to Friston and David: After comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. NeuroImage Alard Roebroeck, Elia Formisano, Rainer Goebel
2011	J	`jnl`	The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. NeuroImage Alard Roebroeck, Elia Formisano, Rainer Goebel
2011	J	`jnl`	Whole brain high-resolution functional imaging at ultra high magnetic fields: An application to the analysis of resting state networks. NeuroImage Federico De Martino, Fabrizio Esposito, Pierre-François van de Moortele, Noam Harel, Elia Formisano, Rainer Goebel, Kâmil Ugurbil, Essa Yacoub
2008	J	`jnl`	Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. NeuroImage Federico De Martino, Giancarlo Valente, Noël Staeren, John Ashburner, Rainer Goebel, Elia Formisano
2008	J	`jnl`	High-resolution diffusion tensor imaging and tractography of the human optic chiasm at 9.4 T. NeuroImage Alard Roebroeck, Ralf Galuske, Elia Formisano, Oriana Chiry, Hansjürgen Bratzke, Itamar Ronen, Dae-Shik Kim, Rainer Goebel
2007	J	`jnl`	Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. NeuroImage Federico De Martino, Francesco Gentile, Fabrizio Esposito, Marco Balsi, Francesco Di Salle, Rainer Goebel, Elia Formisano
2007	J	`jnl`	Independent component analysis of interictal fMRI in focal epilepsy: Comparison with general linear model-based EEG-correlated fMRI. NeuroImage Roman Rodionov, Federico De Martino, Helmut Laufs, David W. Carmichael, Elia Formisano, Matthew C. Walker, John S. Duncan, Louis Lemieux
2007	J	`jnl`	Top-down task effects overrule automatic multisensory responses to letter-sound pairs in auditory association cortex. NeuroImage Nienke M. van Atteveldt, Elia Formisano, Rainer Goebel, Leo Blomert
2005	J	`jnl`	Independent component analysis of fMRI group studies by self-organizing clustering. NeuroImage Fabrizio Esposito, Tommaso Scarabino, Aapo Hyvärinen, Johan Himberg, Elia Formisano, Silvia Comani, Gioacchino Tedeschi, Rainer Goebel, Erich Seifritz, Francesco Di Salle
2005	J	`jnl`	Mapping directed influence over the brain using Granger causality and fMRI. NeuroImage Alard Roebroeck, Elia Formisano, Rainer Goebel
2005	J	`jnl`	The spatiotemporal pattern of auditory cortical responses during verbal hallucinations. NeuroImage 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
2003	J	`jnl`	Real-time independent component analysis of fMRI time-series. NeuroImage Fabrizio Esposito, Erich Seifritz, Elia Formisano, Renato Morrone, Tommaso Scarabino, Gioacchino Tedeschi, Sossio Cirillo, Rainer Goebel, Francesco Di Salle
2002	J	`jnl`	Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components. Neurocomputing Elia Formisano, Fabrizio Esposito, Nikolaus Kriegeskorte, Gioacchino Tedeschi, Francesco Di Salle, Rainer Goebel