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2020 – today
- 2024
[j6]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: 108701 (2024)- [j5]Matteo Ferrante, Tommaso Boccato, Nicola Toschi:
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification. Frontiers Neuroinformatics 18 (2024) - [j4]Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi:
4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs. Neurocomputing 568: 127058 (2024) - [j3]Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi:
Beyond multilayer perceptrons: Investigating complex topologies in neural networks. Neural Networks 171: 215-228 (2024) - [i10]Tommaso Boccato, Matteo Ferrante, Nicola Toschi:
Optimizing Genetically-Driven Synaptogenesis. CoRR abs/2402.07242 (2024) - 2023
- [j2]Matteo Ferrante, Tommaso Boccato, Simeon E. Spasov, Andrea Duggento, Nicola Toschi:
VAESim: A probabilistic approach for self-supervised prototype discovery. Image Vis. Comput. 137: 104746 (2023) - [c4]Matteo Ferrante, Tommaso Boccato, Andrea Duggento, Simeon E. Spasov, Nicola Toschi:
Contrastive learning for unsupervised medical image clustering and reconstruction. NLDL 2023 - [c3]Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi:
Breaking the Structure of Multilayer Perceptrons with Complex Topologies. TAG-ML 2023: 289-301 - [c2]Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi:
Multimodal decoding of human brain activity into images and text. UniReps 2023: 87-101 - [i9]Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi:
Beyond Multilayer Perceptrons: Investigating Complex Topologies in Neural Networks. CoRR abs/2303.17925 (2023) - [i8]Matteo Ferrante, Furkan Ozcelik, Tommaso Boccato, Rufin VanRullen, Nicola Toschi:
Brain Captioning: Decoding human brain activity into images and text. CoRR abs/2305.11560 (2023) - [i7]Matteo Ferrante, Tommaso Boccato, Nicola Toschi:
Through their eyes: multi-subject Brain Decoding with simple alignment techniques. CoRR abs/2309.00627 (2023) - [i6]Matteo Ferrante, Tommaso Boccato, Stefano Bargione, Nicola Toschi:
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models. CoRR abs/2309.07149 (2023) - 2022
- [c1]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: 186-189 - [i5]Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi:
4Ward: a Relayering Strategy for Efficient Training of Arbitrarily Complex Directed Acyclic Graphs. CoRR abs/2209.02037 (2022) - [i4]Matteo Ferrante, Tommaso Boccato, Simeon E. Spasov, Andrea Duggento, Nicola Toschi:
Contrastive learning for unsupervised medical image clustering and reconstruction. CoRR abs/2209.12005 (2022) - [i3]Matteo Ferrante, Tommaso Boccato, Simeon E. Spasov, Andrea Duggento, Nicola Toschi:
VAESim: A probabilistic approach for self-supervised prototype discovery. CoRR abs/2209.12279 (2022) - [i2]Matteo Ferrante, Tommaso Boccato, Nicola Toschi:
BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks. CoRR abs/2209.13096 (2022) - [i1]Matteo Ferrante, Tommaso Boccato, Nicola Toschi:
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli. CoRR abs/2212.06726 (2022) - 2021
- [j1]Tommaso Boccato, Alberto Testolin, Marco Zorzi:
Learning Numerosity Representations with Transformers: Number Generation Tasks and Out-of-Distribution Generalization. Entropy 23(7): 857 (2021)
Coauthor Index
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