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q-bio.NC2024
Bridging Auditory Perception and Language Comprehension through MEG-Driven Encoding Models
Matteo Ciferri, Matteo Ferrante, Nicola Toschi
Understanding the neural mechanisms behind auditory and linguistic processing is key to advancing cognitive neuroscience. In this study, we use Magnetoencephalography (MEG) data to…
cs.CV2024
Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion
Matteo Ferrante, Tommaso Boccato, Grigorii Rashkov +1
This paper presents a novel approach towards creating a foundational model for aligning neural data and visual stimuli across multimodal representationsof brain activity by leverag…
q-bio.NC2024
R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity
Matteo Ferrante, Matteo Ciferri, Nicola Toschi
Music is a universal phenomenon that profoundly influences human experiences across cultures. This study investigates whether music can be decoded from human brain activity measure…