Toschi, Nicola

11 publications

NeurIPS 2025 Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks Sara Cammarota, Matteo Ferrante, Nicola Toschi

NeurIPSW 2024 Decoding Musical Perception: Music Stimuli Reconstruction from Brain Activity Matteo Ciferri, Matteo Ferrante, Nicola Toschi

NeurIPSW 2024 Language Decoding from Human Brain Activity via Contrastive Learning Matteo Ferrante, Nicola Toschi, Alexander Huth

ICLRW 2024 Optimizing Genetically-Driven Synaptogenesis Tommaso Boccato, Matteo Ferrante, Nicola Toschi

ICLRW 2024 Towards Neural Foundation Models for Vision: Aligning EEG, MEG and fMRI Representations to Perform Decoding, Encoding and Modality Conversion Matteo Ferrante, Tommaso Boccato, Nicola Toschi

NeurIPSW 2024 Video Decoding from Human fMRI Data with a Multi-Stream Sensory Approach Matteo Ferrante, Matteo Ciferri, Nicola Toschi

ICMLW 2023 Breaking the Structure of Multilayer Perceptrons with Complex Topologies Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi

ICMLW 2023 DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti, Nicola Toschi, Pietro Lio

NeurIPSW 2023 Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi

NeurIPSW 2023 Multimodal Decoding of Human Brain Activity into Images and Text Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi

ICMLW 2023 NeuroEvolve: A Dynamic Brain Graph Deep Generative Model Simeon Emilov Spasov, Alexander Campbell, Nicola Toschi, Pietro Lio