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Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 3, 2025
NeuroSync: Generalized Brain Decoding of Visual Stimuli Across SubjectsMuhammad Kashif, Matteo Ferrante, Nicola ToschiImaging Neuroscience (Cambridge, Mass.)|July 15, 2026
A modular semantic-structural pipeline for visual decoding from primate spiking data via selective temporal integrationMatteo Ciferri, Matteo Ferrante, Nicola ToschiScientific Reports|November 26, 2025
Reconstructing music perception from brain activity using a prior guided diffusion modelMatteo Ciferri, Matteo Ferrante, Nicola ToschiFrontiers in Neuroinformatics|February 21, 2024
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classificationMatteo Ferrante, Tommaso Boccato, Nicola ToschiAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|September 10, 2022
Physically constrained neural networks for inferring physiological system modelsMatteo Ferrante, Andrea Duggento, Nicola ToschiNeural Networks : the Official Journal of the International Neural Network Society|June 3, 2026
R&B - rhythm and brain: Cross-subject decoding of music from human brain activityMatteo Ciferri, Matteo Ferrante, Nicola ToschiAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 3, 2025
Optimal Transport and Contrastive Learning for Brain Decoding of Musical PerceptionMatteo Ciferri, Matteo Ferrante, Nicola ToschiAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 3, 2025
Towards Intelligent Agents for Radiotherapy: Integrating Exploration-Exploitation with Foundation ModelsSara Cammarota, Matteo Ferrante, Nicola ToschiAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 3, 2025
Self-Supervised Transformer-Based Foundation Model for functional Magnetic resonance ImagingMatteo Ferrante, Stefano Iervese, Laura Astolfi, et al.Journal of Neural Engineering|June 17, 2024
Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding modelMatteo Ferrante, Tommaso Boccato, Luca Passamonti, et al.Pageof 111