Ferrante M., Boccato T., Spasov S., Duggento A., Toschi N.,(2023) “VAESim: A probabilistic approach for self-supervised prototype discovery”. Image and Vision Computing,Volume 137, September 2023.

Catrambone V.,, Valenza G,.(2023) “Microstates of the cortical brain-heart axis”. Human Brain Mapping. 09 September 2023.

Sutori S., Todorov I., Hadlaczky G. and Carli V.,(2023) “The EXPERIENCE system for the investigation of behavioral differences between depressed and healthy-control participants in Virtual Reality “. European Psychiatry , Volume 66 , Special Issue S1: Abstracts of the 31st European Congress of Psychiatry.

Azizi L., Polti I., van Wassenhove V. (2023) “Spontaneous alpha brain dynamics track the episodic “when””.Journal of Neuroscience 13 September 2023.

Gunasekaran, H., Azizi, L., van Wassenhove, V. et al. (2023) “Characterizing endogenous delta oscillations in human MEG”. Scientific Reports. Rep 13, 11031. 

Rossi, S., Cinti, A., Viberti, F., Benelli, A., Neri, F., De Monte, D., … & Mandalà, M. (2023) “Frequency-dependent tuning of the human vestibular “sixth sense” by transcranial oscillatory currents”. Clinical Neurophysiology, 153, 123-132.

Catrambone V. and Valenza G.,(2023) “Complex brain-heart mapping in mental and physical stress” in IEEE Journal of Translational Engineering in Health and Medicine, vol. 11, pp. 495-504, 2023 

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.

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.

Scarciglia A., Catrambone V., Bonanno C., Valenza G.,(2023) “Physiological Noise: Definition, Estimation, and Characterization in Complex Biomedical Signals”. IEEE Transactions on Biomedical Engineering, July 2023, pp.1-11.

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.

Marín-Morales, J., Higuera-Trujillo, J.L., Guixeres, J., Llinares, C., Alcañiz, M., Valenza, G. (2021) “Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios”. PLOS ONE.

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.

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.


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. August 29-September 2, 2022. Naples (Italy)

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). October 30-November 5 2021.