Tommaso Boccato

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Arbitrarily Complex

Multilayer Perceptron

Diffusion Models

Top Venues

Comput. Biol. Medicine

Image Vis. Comput.

Publications

Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Beyond multilayer perceptrons: Investigating complex topologies in neural networks. Neural Networks 171 (2024)
Tommaso Boccato, Matteo Ferrante, Nicola Toschi
Optimizing Genetically-Driven Synaptogenesis. CoRR (2024)
Matteo Ferrante, Tommaso Boccato, Stefano Bargione, Nicola Toschi
Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models. Comput. Biol. Medicine 178 (2024)
Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs. Neurocomputing 568 (2024)
Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Through their eyes: multi-subject Brain Decoding with simple alignment techniques. CoRR (2023)
Matteo Ferrante, Tommaso Boccato, Andrea Duggento, Simeon E. Spasov, Nicola Toschi
Contrastive learning for unsupervised medical image clustering and reconstruction. NLDL (2023)
Matteo Ferrante, Tommaso Boccato, Simeon E. Spasov, Andrea Duggento, Nicola Toschi
VAESim: A probabilistic approach for self-supervised prototype discovery. Image Vis. Comput. 137 (2023)
Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Multimodal decoding of human brain activity into images and text. UniReps (2023)
Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Beyond Multilayer Perceptrons: Investigating Complex Topologies in Neural Networks. CoRR (2023)
Matteo Ferrante, Tommaso Boccato, Stefano Bargione, Nicola Toschi
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models. CoRR (2023)
Matteo Ferrante, Furkan Ozcelik, Tommaso Boccato, Rufin VanRullen, Nicola Toschi
Brain Captioning: Decoding human brain activity into images and text. CoRR (2023)
Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Breaking the Structure of Multilayer Perceptrons with Complex Topologies. TAG-ML (2023)
Matteo Ferrante, Tommaso Boccato, Nicola Toschi
BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks. CoRR (2022)
Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi
Contrastive learning for unsupervised medical image clustering and reconstruction. CoRR (2022)
Marianna Inglese, Andrea Duggento, Tommaso Boccato, Matteo Ferrante, Nicola Toschi
Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer. EMBC (2022)
Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
4Ward: a Relayering Strategy for Efficient Training of Arbitrarily Complex Directed Acyclic Graphs. CoRR (2022)
Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli. CoRR (2022)
Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi
VAESim: A probabilistic approach for self-supervised prototype discovery. CoRR (2022)
Tommaso Boccato, Alberto Testolin, Marco Zorzi
Learning Numerosity Representations with Transformers: Number Generation Tasks and Out-of-Distribution Generalization. Entropy 23 (7) (2021)