引用次数
引用: 3,467
H-指数: 27
I10-指数 : 76
出版物: 248
It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning
Julio Hurtado , Alain Raymond-Saez , Vladimir Araujo , Vincenzo Lomonaco
arXiv preprint arXiv:2207.01145
2022
Deep reinforcement learning quantum control on ibmq platforms and qiskit pulse
Rudy Semola , Lorenzo Moro , Davide Bacciu , Enrico Prati
Smpte Journal 759 -762
2022
Studying the impact of magnitude pruning on contrastive learning methods
Francesco Corti , Rahim Entezari , Sara Hooker , Davide Bacciu
arXiv preprint arXiv:2207.00200
2022
ECGAN: Self-supervised generative adversarial network for electrocardiography
Lorenzo Simone , Davide Bacciu
Smpte Journal 276 -280
2023
Dual algorithmic reasoning
Danilo Numeroso , Davide Bacciu , Petar Veličković
arXiv preprint arXiv:2302.04496
2023
Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with deep graph networks
Alessio Gravina , Jennifer L Wilson , Davide Bacciu , Kevin J Grimes
PLoS Computational Biology 18 ( 5) e1009531
2022
Modeling edge features with deep bayesian graph networks
Daniele Atzeni , Davide Bacciu , Federico Errica , Alessio Micheli
Smpte Journal 1 -8
4
2021
IEEE Transactions on Neural Networks and Learning Systems Special Issue on Causal Discovery and Causality-Inspired Machine Learning
Kun Zhang , Ilya Shpitser , Sara Magliacane , Davide Bacciu
IEEE Transactions on Neural Networks and Learning Systems 35 ( 4) 4899 -4901
2024
Discovering hidden pathways in bioinformatics
Paulo JG Lisboa , Ian H Jarman , Terence A Etchells , Simon J Chambers
Computational Intelligence Methods for Bioinformatics and Biostatistics: 8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30–July 2, 2011, Revised Selected Papers 8 49 -60
1
2012
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge" Awareness Inside''
Cosimo Della Santina , Carlos Hernandez Corbato , Burak Sisman , Luis A Leiva
arXiv preprint arXiv:2402.09030
2024
Graph Representation Learning
Davide Bacciu , Federico Errica , Alessio Micheli , Nicolò Navarin
i6doc. com 1 -10
2023
Internet of robotic things–converging sensing/actuating, hyperconnectivity, artificial intelligence and IoT platforms
Ovidiu Vermesan , Arne Bröring , Elias Tragos , Martin Serrano
River Publishers 97 -155
132
2022
Compositional generative mapping for tree-structured data—part II: topographic projection model
Davide Bacciu , Alessio Micheli , Alessandro Sperduti
IEEE transactions on neural networks and learning systems 24 ( 2) 231 -247
22
2012
Incremental training of a recurrent neural network exploiting a multi-scale dynamic memory
Antonio Carta , Alessandro Sperduti , Davide Bacciu
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part I 677 -693
10
2021
Bottom-up generative modeling of tree-structured data
Davide Bacciu , Alessio Micheli , Alessandro Sperduti
Neural Information Processing. Theory and Algorithms: 17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part I 17 660 -668
9
2010
Input-Output Hidden Markov Models for trees.
Davide Bacciu , Alessio Micheli , Alessandro Sperduti
ESANN
2
2012
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based Initialization
Antonio Carta , Alessandro Sperduti , Davide Bacciu
arXiv preprint arXiv:2011.02886
2020
Deep features for cbir with scarce data using hebbian learning
Gabriele Lagani , Davide Bacciu , Claudio Gallicchio , Fabrizio Falchi
136 -141
8
2022
Deep learning in biology and medicine
Davide Bacciu , Paulo JG Lisboa , Alfredo Vellido ,
World Scientific
8
2022
A Protocol for Continual Explanation of SHAP
Andrea Cossu , Francesco Spinnato , Riccardo Guidotti , Davide Bacciu
arXiv preprint arXiv:2306.07218
1
2023
Alessio Micheli Claudio Gallicchio Antonio Carta Federico Errica Stefano Chessa Marco Podda Vincenzo Lomonaco Andrea Cossu Alessandro Sperduti Alessandro Saffiotti Mauro Dragone Paulo Lisboa Claudio Vairo Claudio Gennaro Andrea Valenti Danilo Numeroso Maurizio Di Rocco Alessio Gravina Giuseppe Amato