Publications

Journals

Fani S., Ciotti S., Pagnanelli G., Moscatelli A., De Pra Y.; Bianchi M., (2023) “Modulating the Perceived Softness of Real Objects Through Wearable Feel-Through Haptics”, IEEE Transactions on Haptics.

Scarciglia A., Gini F., Catrambone V. ,Bonanno C. and Valenza G.,(2023) “Estimation of Dynamical Noise Power in Unknown Systems,”. IEEE Signal Processing Letters, vol. 30, pp. 234-238.

Alfeo A.L., Zippo A.G., Catrambone V., Cimino M.G.C.A., Toschi N., Valenza G., (2023) “From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks”. 2023. Computer Methods and Programs in Biomedicine, Volume 236, June 2023, 107550.

Gagliardi G., Alfeo A. L. ,Catrambone V., Candia-Rivera D., Cimino M. G. C. A. and Valenza G., (2023) “Improving emotion recognition systems by exploiting the spatial information of EEG sensors,” 2023. IEEE Access.

De Pra Y., Catrambone V., van Wassenhove V., Moscatelli A., Valenza G. and Bianchi M., (2023) “Altering Time Perception in Virtual Reality through Multimodal Visual-tactile Kappa Effect”. IEEE Transactions on Haptics.

Catrambone V., and Valenza G., (2023) “Nervous–system–wise Functional Estimation of Directed Brain–Heart Interplay through Microstate Occurrences,”. IEEE Transactions on Biomedical Engineering.

Dimitri G. M., Spasov S., Duggento A., Passamonti L., Lió P., and Toschi N. (2022) “Multimodal and multicontrast image fusion via deep generative models”. 2023. Information Fusion Volume 88, December 2022, Pages 146-160.

van Wassenhove, V. (2022) “Temporal disorientations and distortions during isolation”. Neuroscience & Biobehavioral Reviews, Oxford. Elsevier Ltd., 137, pp.104644.

Ryan C. P., Bettelani G. C. , Ciotti S., Parise C., Moscatelli A. and Bianchi M. (2021) “The interaction between motion and texture in the sense of touch”. JPN Journal of Neurophysiology.

Catrambone, V., Talebi, A., Barbieri, R. and Valenza, G. (2021) “Time-resolved Brain-to-Heart Probabilistic Information Transfer Estimation Using Inhomogeneous Point-Process Models”. IEEE Transactions on Biomedical Engineering.

Catrambone, V. , Barbieri R., Wendt H., Abry P. and Valenza G. (2021) “Functional brain–heart interplay extends to the multifractal domain”. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A.

 

Conferences

Scarciglia A., Catrambone V. , Bonanno C. and Valenza G. , “Characterization of Physiological Noise in Complex Cardiovascular Variability Series”. 2023 Proceeding of the  45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Gagliardi G., Alfeo A. L. ,Catrambone V. ,Cimino M.G.C.A. ,De Vos M. , and Valenza G. “Fine-grained Emotion Recognition using Brain-Heart Interplay measurements and eXplainable Convolutional Neural Networks”. Proceedings of the 11th International IEEE EMBS Conference on Neural Engineering, April 25 – April 27, 2023. Baltimore, MD, USA.

De Pra, Y., Catrambone, V., van Wassenhove, V., Valenza, G., and Bianchi, M. “Toward the manipulation of time and space in extended reality: a preliminary study on multimodal Tau and Kappa illusions in the visual-tactile domain”. Proceedings of 2022 IEEE-RAS RO-MAN.

Alfeo A. L. , Catrambone V., Cimino M.G.C.A. , Vaglini G. and Valenza G. “Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture”. 2021 Proceeding of the  43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).