Alberto Testolin

70 papers A 2B 4C 2Misc 1Journal 44Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On the application of neural networks for structured domains to fMRI data. Neural Networks Giovanni Donghi, Luca Pasa, Michele De Filippo De Grazia, Alberto Testolin, Marco Zorzi, Alessandro Sperduti, Nicolò Navarin
2025	J	`jnl`	Artificial Intelligence Can Emulate Human Normative Judgments on Emotional Visual Scenes. CoRR Zaira Romeo, Alberto Testolin
2025	J	`jnl`	Assessing the Visual Enumeration Abilities of Specialized Counting Architectures and Vision-Language Models. CoRR Kuinan Hou, Jing Mi, Marco Zorzi, Lamberto Ballan, Alberto Testolin
2025	J	`jnl`	Fine-Tuning BirdNET for the Automatic Ecoacoustic Monitoring of Bird Species in the Italian Alpine Forests. Inf. Giacomo Schiavo, Alessia Portaccio, Alberto Testolin
2025	J	`jnl`	Learning neuro-symbolic convergent term rewriting systems. CoRR Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2025	J	`jnl`	Sequential Enumeration in Large Language Models. CoRR Kuinan Hou, Marco Zorzi, Alberto Testolin
2024	—	`conf`	A Comparison of Recurrent and Convolutional Deep Learning Architectures for EEG Seizure Forecasting. BIOSTEC (1) Sina Shafiezadeh, Marco Pozza, Alberto Testolin
2024	A	`conf`	A Neural Rewriting System to Solve Algorithmic Problems. ECAI Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024	J	`jnl`	A Neural Rewriting System to Solve Algorithmic Problems. CoRR Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024	—	`conf`	Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models. ICANN (5) Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024	J	`jnl`	Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models. CoRR Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024	—	`conf`	Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies. LREC/COLING Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024	J	`jnl`	Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies. CoRR Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024	J	`jnl`	Calibrating Deep Learning Classifiers for Patient-Independent Electroencephalogram Seizure Forecasting. Sensors Sina Shafiezadeh, Gian Marco Duma, Giovanni Mento, Alberto Danieli, Lisa Antoniazzi, Fiorella Del Popolo Cristaldi, Paolo Bonanni, Alberto Testolin
2024	J	`jnl`	Estimating the distribution of numerosity and non-numerical visual magnitudes in natural scenes using computer vision. CoRR Kuinan Hou, Marco Zorzi, Alberto Testolin
2024	—	`conf`	Exploiting Large Language Models to Train Automatic Detectors of Sensitive Data. IRCDL Simone De Renzis, Dennis Dosso, Alberto Testolin
2024	—	`conf`	Investigation of a Neural Network for Dolphin Whistle Detection Through Heatmaps. WUWNet Jurica Jerinic, Alberto Testolin, Roee Diamant
2024	J	`jnl`	Large-scale Generative AI Models Lack Visual Number Sense. CoRR Alberto Testolin, Kuinan Hou, Marco Zorzi
2024	—	`conf`	Relative Local Signal Strength: The Impact of Normalization on the Analysis of Neuroimaging Data with Deep Learning. ICANN (8) Giovanni Donghi, Luca Pasa, Alberto Testolin, Marco Zorzi, Alessandro Sperduti, Nicolò Navarin
2023	J	`jnl`	A Developmental Approach for Training Deep Belief Networks. Cogn. Comput. Matteo Zambra, Alberto Testolin, Marco Zorzi
2023	C	`conf`	A Hybrid System for Systematic Generalization in Simple Arithmetic Problems. NeSy Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2023	J	`jnl`	A Hybrid System for Systematic Generalization in Simple Arithmetic Problems. CoRR Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2023	J	`jnl`	AUV navigation using cues in the sand ripples. Auton. Robots Hadar Shalev, Liav Nagar, Avi Abu, Alberto Testolin, Roee Diamant
2023	J	`jnl`	Automated detection of dolphin whistles with convolutional networks and transfer learning. Frontiers Artif. Intell. Burla Nur Korkmaz, Roee Diamant, Gil Danino, Alberto Testolin
2023	J	`jnl`	Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models. CoRR Alberto Testolin
2023	J	`jnl`	FORTE: Few Samples for Recognizing Hand Gestures with a Smartphone-attached Radar. Proc. ACM Hum. Comput. Interact. Stefano Chioccarello, Arthur Sluÿters, Alberto Testolin, Jean Vanderdonckt, Sébastien Lambot
2023	—	`conf`	Investigating the Generative Dynamics of Energy-Based Neural Networks. BI Lorenzo Tausani, Alberto Testolin, Marco Zorzi
2023	J	`jnl`	Investigating the generative dynamics of energy-based neural networks. CoRR Lorenzo Tausani, Alberto Testolin, Marco Zorzi
2023	A	`conf`	Learning Constraints From Human Stop-Feedback in Reinforcement Learning. AAMAS Silvia Poletti, Alberto Testolin, Sebastian Tschiatschek
2023	—	`conf`	Learning to solve arithmetic problems with a virtual abacus. NLDL Flavio Petruzzellis, Ling Xuan Chen, Alberto Testolin
2023	J	`jnl`	Learning to solve arithmetic problems with a virtual abacus. CoRR Flavio Petruzzellis, Ling Xuan Chen, Alberto Testolin
2022	J	`jnl`	A developmental approach for training deep belief networks. CoRR Matteo Zambra, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2022	J	`jnl`	Automated Detection of Dolphin Whistles with Convolutional Networks and Transfer Learning. CoRR Burla Nur Korkmaz, Roee Diamant, Gil Danino, Alberto Testolin
2022	J	`jnl`	Detecting Submerged Objects Using Active Acoustics and Deep Neural Networks: A Test Case for Pelagic Fish. IEEE Trans. Mob. Comput. Alberto Testolin, Dror Kipnis, Roee Diamant
2022	—	`conf`	Prediction of Neuropsychological Scores from Functional Connectivity Matrices Using Deep Autoencoders. BI Delfina Irarte, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2022	—	`conf`	Self-Communicating Deep Reinforcement Learning Agents Develop External Number Representations. NLDL Silvester Sabathiel, Trygve Solstad, Alberto Testolin, Flavio Petruzzellis
2022	B	`conf`	Transformers discover an elementary calculation system exploiting local attention and grid-like problem representation. IJCNN Samuel Cognolato, Alberto Testolin
2022	J	`jnl`	Transformers discover an elementary calculation system exploiting local attention and grid-like problem representation. CoRR Samuel Cognolato, Alberto Testolin
2021	J	`jnl`	A comparison of feature extraction methods for prediction of neuropsychological scores from functional connectivity data of stroke patients. Brain Informatics Federico Calesella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2021	—	`conf`	Assessment of Machine Learning Pipelines for Prediction of Behavioral Deficits from Brain Disconnectomes. BI Marco Zorzi, Michele De Filippo De Grazia, Elvio Blini, Alberto Testolin
2021	J	`jnl`	Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control. CoRR Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi
2021	J	`jnl`	Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control. IEEE Trans. Cogn. Commun. Netw. Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi
2021	J	`jnl`	Learning Numerosity Representations with Transformers: Number Generation Tasks and Out-of-Distribution Generalization. Entropy Tommaso Boccato, Alberto Testolin, Marco Zorzi
2020	—	`conf`	A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data. BI Federico Calesella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2020	J	`jnl`	Combining Denoising Autoencoders and Dynamic Programming for Acoustic Detection and Tracking of Underwater Moving Targets. Sensors Alberto Testolin, Roee Diamant
2020	—	`conf`	Distributed reinforcement learning for flexible UAV swarm control with transfer learning capabilities. DroNet@MobiSys Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi
2020	J	`jnl`	Emergence of Network Motifs in Deep Neural Networks. Entropy Matteo Zambra, Amos Maritan, Alberto Testolin
2020	—	`conf`	Long-Term Prediction of Physical Interactions: A Challenge for Deep Generative Models. LOD (1) Alberto Cenzato, Alberto Testolin, Marco Zorzi
2020	J	`jnl`	Machine Learning-aided Design of Thinned Antenna Arrays for Optimized Network Level Performance. CoRR Mattia Lecci, Paolo Testolina, Mattia Rebato, Alberto Testolin, Michele Zorzi
2019	J	`jnl`	Emergence of Network Motifs in Deep Neural Networks. CoRR Matteo Zambra, Alberto Testolin, Amos Maritan
2019	J	`jnl`	Enabling Simulation-Based Optimization Through Machine Learning: A Case Study on Antenna Design. CoRR Paolo Testolina, Mattia Lecci, Mattia Rebato, Alberto Testolin, Jonathan Gambini, Roberto Flamini, Christian Mazzucco, Michele Zorzi
2019	B	`conf`	Enabling Simulation-Based Optimization through Machine Learning: A Case Study on Antenna Design. GLOBECOM Paolo Testolina, Mattia Lecci, Mattia Rebato, Alberto Testolin, Jonathan Gambini, Roberto Flamini, Christian Mazzucco, Michele Zorzi
2019	—	`conf`	Numerosity Representation in InfoGAN: An Empirical Study. IWANN (2) Andrea Zanetti, Alberto Testolin, Marco Zorzi, Pawel Wawrzynski
2019	J	`jnl`	On the difficulty of learning and predicting the long-term dynamics of bouncing objects. CoRR Alberto Cenzato, Alberto Testolin, Marco Zorzi
2019	J	`jnl`	Perception of visual numerosity in humans and machines. CoRR Alberto Testolin, Serena Dolfi, Mathijs Rochus, Marco Zorzi
2019	—	`conf`	Underwater Acoustic Detection and Localization with a Convolutional Denoising Autoencoder. CAMSAP Alberto Testolin, Roee Diamant
2018	J	`jnl`	Deep learning systems as complex networks. CoRR Alberto Testolin, Michele Piccolini, Samir Suweis
2018	J	`jnl`	QoE Multi-Stage Machine Learning for Dynamic Video Streaming. IEEE Trans. Cogn. Commun. Netw. Michele De Filippo De Grazia, Daniel Zucchetto, Alberto Testolin, Andrea Zanella, Marco Zorzi, Michele Zorzi
2017	J	`jnl`	Learning representation hierarchies by sharing visual features: a computational investigation of Persian character recognition with unsupervised deep learning. Cogn. Process. Zahra Sadeghi, Alberto Testolin
2017	J	`jnl`	On the Relationship Between the Underwater Acoustic and Optical Channels. IEEE Trans. Wirel. Commun. Roee Diamant, Filippo Campagnaro, Michele De Filippo De Grazia, Paolo Casari, Alberto Testolin, Violeta Sanjuan Calzado, Michele Zorzi
2017	J	`jnl`	The Role of Architectural and Learning Constraints in Neural Network Models: A Case Study on Visual Space Coding. Frontiers Comput. Neurosci. Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2016	Misc	`conf`	COBANETS: A new paradigm for cognitive communications systems. ICNC Michele Zorzi, Andrea Zanella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2016	J	`jnl`	Learning Orthographic Structure With Sequential Generative Neural Networks. Cogn. Sci. Alberto Testolin, Ivilin Peev Stoianov, Alessandro Sperduti, Marco Zorzi
2016	J	`jnl`	Probabilistic Models and Generative Neural Networks: Towards an Unified Framework for Modeling Normal and Impaired Neurocognitive Functions. Frontiers Comput. Neurosci. Alberto Testolin, Marco Zorzi
2015	J	`jnl`	Cognition-Based Networks: A New Perspective on Network Optimization Using Learning and Distributed Intelligence. IEEE Access Michele Zorzi, Andrea Zanella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
2015	J	`jnl`	Neural Networks for Sequential Data: a Pre-training Approach based on Hidden Markov Models. Neurocomputing Luca Pasa, Alberto Testolin, Alessandro Sperduti
2014	B	`conf`	A HMM-based pre-training approach for sequential data. ESANN Luca Pasa, Alberto Testolin, Alessandro Sperduti
2014	—	`conf`	A machine learning approach to QoE-based video admission control and resource allocation in wireless systems. Med-Hoc-Net Alberto Testolin, Marco Zanforlin, Michele De Filippo De Grazia, Daniele Munaretto, Andrea Zanella, Marco Zorzi, Michele Zorzi
2014	C	`conf`	Cognition-based networks: Applying cognitive science to multimedia wireless networking. WoWMoM Leonardo Badia, Daniele Munaretto, Alberto Testolin, Andrea Zanella, Marco Zorzi, Michele Zorzi
2012	B	`conf`	Assessment of sequential Boltmann machines on a lexical processing task. ESANN Alberto Testolin, Alessandro Sperduti, Ivilin Peev Stoianov, Marco Zorzi