| Beyond multilayer perceptrons: Investigating complex topologies in neural networks T Boccato, M Ferrante, A Duggento, N Toschi Neural Networks 171, 215-228, 2024 | | 2024 |
| 4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs T Boccato, M Ferrante, A Duggento, N Toschi Neurocomputing 568, 127058, 2024 | 2 | 2024 |
| ENHANCING DISCRIMINABILITY IN BRAIN-COMPUTER INTERFACE TASKS WITH INTERTWINED TIME-AND SPACE-DISTRIBUTED LAYERS A Duggento, M De Lorenzo, S Bargione, A Conti, V Catrambone, ... Physica Medica: European Journal of Medical Physics 115, 2023 | | 2023 |
| MODFUS: A NEW IN SILICO MODEL TO PRECISELY DESIGN FOCUSED ULTRASOUND BRAIN THERAPIES A Conti, A Duggento, N Toschi Physica Medica: European Journal of Medical Physics 115, 2023 | | 2023 |
| ENHANCING NEURAL NETWORK PERFORMANCE WITH SPIKE-TIMING-DEPENDENT PLASTICITY: A STUDY IN SECOND AND THIRD-GENERATION NETWORKS G Angelini, N Toschi, A Duggento Physica Medica 115, 103069, 2023 | | 2023 |
| CHALLENGING CONVENTIONAL NEURAL NETWORK TOPOLOGIES WITH COMPLEX GRAPHS T Boccato, M Ferrante, A Duggento, N Toschi Physica Medica: European Journal of Medical Physics 115, 2023 | | 2023 |
| Causal influence of brainstem response to transcutaneous vagus nerve stimulation on cardiovagal outflow N Toschi, A Duggento, R Barbieri, RG Garcia, HP Fisher, NW Kettner, ... Brain stimulation 16 (6), 1557-1565, 2023 | | 2023 |
| The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence G Valenza, M Alcaniz, AL Alfeo, M Bianchi, V Carli, V Catrambone, ... 2023 IEEE International Conference on Metrology for eXtended Reality …, 2023 | 2 | 2023 |
| Breaking the Structure of Multilayer Perceptrons with Complex Topologies T Boccato, M Ferrante, A Duggento, N Toschi Topological, Algebraic and Geometric Learning Workshops 2023, 289-301, 2023 | | 2023 |
| VAESim: A probabilistic approach for self-supervised prototype discovery M Ferrante, T Boccato, S Spasov, A Duggento, N Toschi Image and Vision Computing 137, 104746, 2023 | 2 | 2023 |
| Heritability of human “directed” functional connectome MG Bianco, A Duggento, S Nigro, A Conti, N Toschi, L Passamonti Brain and Behavior 13 (5), e2839, 2023 | | 2023 |
| Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer M Inglese, M Ferrante, A Duggento, T Boccato, N Toschi IEEE Transactions on Radiation and Plasma Medical Sciences 7 (6), 630-637, 2023 | 1 | 2023 |
| Can machine learning of post-procedural cone-beam CT images in acute ischemic stroke improve the detection of 24-h hemorrhagic transformation? A preliminary study V Da Ros, A Duggento, AU Cavallo, L Bellini, F Pitocchi, N Toschi, ... Neuroradiology 65 (3), 599-608, 2023 | | 2023 |
| Study of the spatiotemporal learning of dynamic positron emission tomography data for the improvement of diagnostic accuracy in breast cancer (∗) M Inglese, M Ferrante, T Boccato, A Duggento, N Toschi IL NUOVO CIMENTO 100 (134), 46, 2023 | | 2023 |
| Multimodal and multicontrast image fusion via deep generative models GM Dimitri, S Spasov, A Duggento, L Passamonti, P Lió, N Toschi Information Fusion 88, 146-160, 2022 | 24 | 2022 |
| Contrastive learning for unsupervised medical image clustering and reconstruction M Ferrante, T Boccato, S Spasov, A Duggento, N Toschi arXiv preprint arXiv:2209.12005, 2022 | 2 | 2022 |
| Correction: Applicability of in vivo staging of regional amyloid burden in a cognitively normal cohort with subjective memory complaints: the INSIGHT-preAD study FA Sakr, MJ Grothe, E Cavedo, I Jelistratova, MO Habert, M Dyrba, ... Alzheimer's Research & Therapy 14 (1), 131, 2022 | | 2022 |
| An intertwined neural network model for EEG classification in brain-computer interfaces A Duggento, M De Lorenzo, S Bargione, A Conti, V Catrambone, ... arXiv preprint arXiv:2208.08860, 2022 | | 2022 |
| Physically constrained neural networks for inferring physiological system models M Ferrante, A Duggento, N Toschi 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | | 2022 |
| Synchronization, Swarming and Emergent Behaviors in Complex Networks and Neuroscience A Duggento, S Petkoski, T Stankovski, N Toschi Frontiers in computational neuroscience 16, 846189, 2022 | 1 | 2022 |
Nicola ToschiDepartment of Biomedicine and Prevention, University of Rome Tor Vergata在 med.uniroma2.it 的电子邮件经过验证
