Marco Zorzi

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 24

Top Topics

Wireless Systems

Unified Framework

Top Venues

Frontiers Comput. Neurosci.

Publications

Alberto Testolin, Kuinan Hou, Marco Zorzi
Large-scale Generative AI Models Lack Visual Number Sense. CoRR (2024)
Lorenzo Tausani, Alberto Testolin, Marco Zorzi
Investigating the Generative Dynamics of Energy-Based Neural Networks. BI (2023)
Matteo Zambra, Alberto Testolin, Marco Zorzi
A Developmental Approach for Training Deep Belief Networks. Cogn. Comput. 15 (1) (2023)
Lorenzo Tausani, Alberto Testolin, Marco Zorzi
Investigating the generative dynamics of energy-based neural networks. CoRR (2023)
Delfina Irarte, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
Prediction of Neuropsychological Scores from Functional Connectivity Matrices Using Deep Autoencoders. BI (2022)
Matteo Zambra, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
A developmental approach for training deep belief networks. 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)
Federica Nenna, Marco Zorzi, Luciano Gamberini
Augmented Reality as a research tool: investigating cognitive-motor dual-task during outdoor navigation. Int. J. Hum. Comput. Stud. 152 (2021)
Federico Calesella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
A comparison of feature extraction methods for prediction of neuropsychological scores from functional connectivity data of stroke patients. Brain Informatics 8 (1) (2021)
Marco Zorzi, Michele De Filippo De Grazia, Elvio Blini, Alberto Testolin
Assessment of Machine Learning Pipelines for Prediction of Behavioral Deficits from Brain Disconnectomes. BI (2021)
Alberto Cenzato, Alberto Testolin, Marco Zorzi
Long-Term Prediction of Physical Interactions: A Challenge for Deep Generative Models. LOD (1) (2020)
Federico Calesella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data. BI (2020)
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Maurizio Corbetta, Marco Zorzi, Alessandro Chiuso
Sparse DCM for whole-brain effective connectivity from resting-state fMRI data. NeuroImage 208 (2020)
Alberto Testolin, Serena Dolfi, Mathijs Rochus, Marco Zorzi
Perception of visual numerosity in humans and machines. CoRR (2019)
Alberto Cenzato, Alberto Testolin, Marco Zorzi
On the difficulty of learning and predicting the long-term dynamics of bouncing objects. CoRR (2019)
Sucheta Chauhan, Lovekesh Vig, Michele De Filippo De Grazia, Maurizio Corbetta, Shandar Ahmad, Marco Zorzi
A Comparison of Shallow and Deep Learning Methods for Predicting Cognitive Performance of Stroke Patients From MRI Lesion Images. Frontiers Neuroinformatics 13 (2019)
Andrea Zanetti, Alberto Testolin, Marco Zorzi, Pawel Wawrzynski
Numerosity Representation in InfoGAN: An Empirical Study. IWANN (2) (2019)
Samir Suweis, Chengyi Tu, Rodrigo P. Rocha, Sandro Zampieri, Marco Zorzi, Maurizio Corbetta
Brain controllability: Not a slam dunk yet. NeuroImage 200 (2019)
Chengyi Tu, Rodrigo P. Rocha, Maurizio Corbetta, Sandro Zampieri, Marco Zorzi, Samir Suweis
Warnings and caveats in brain controllability. NeuroImage 176 (2018)
Michele De Filippo De Grazia, Daniel Zucchetto, Alberto Testolin, Andrea Zanella, Marco Zorzi, Michele Zorzi
QoE Multi-Stage Machine Learning for Dynamic Video Streaming. IEEE Trans. Cogn. Commun. Netw. 4 (1) (2018)
Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
The Role of Architectural and Learning Constraints in Neural Network Models: A Case Study on Visual Space Coding. Frontiers Comput. Neurosci. 11 (2017)
Alberto Testolin, Ivilin Stoianov, Alessandro Sperduti, Marco Zorzi
Learning Orthographic Structure With Sequential Generative Neural Networks. Cogn. Sci. 40 (3) (2016)
Michele Zorzi, Andrea Zanella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
COBANETS: A new paradigm for cognitive communications systems. ICNC (2016)
Alberto Testolin, Marco Zorzi
Probabilistic Models and Generative Neural Networks: Towards an Unified Framework for Modeling Normal and Impaired Neurocognitive Functions. Frontiers Comput. Neurosci. 10 (2016)
Fabian Tschopp, Marco Zorzi
Robust Large-Scale Localization in 3D Point Clouds Revisited. CoRR (2015)
Michele Zorzi, Andrea Zanella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
Cognition-Based Networks: A New Perspective on Network Optimization Using Learning and Distributed Intelligence. IEEE Access 3 (2015)
Alberto Testolin, Marco Zanforlin, Michele De Filippo De Grazia, Daniele Munaretto, Andrea Zanella, Marco Zorzi, Michele Zorzi
A machine learning approach to QoE-based video admission control and resource allocation in wireless systems. Med-Hoc-Net (2014)
Leonardo Badia, Daniele Munaretto, Alberto Testolin, Andrea Zanella, Marco Zorzi, Michele Zorzi
Cognition-based networks: Applying cognitive science to multimedia wireless networking. WoWMoM (2014)
Simone Cutini, Pietro Scatturin, Sara Basso Moro, Marco Zorzi
Are the neural correlates of subitizing and estimation dissociable? An fNIRS investigation. NeuroImage 85 (2014)
Conrad Perry, Johannes C. Ziegler, Marco Zorzi
A Computational and Empirical Investigation of Graphemes in Reading. Cogn. Sci. 37 (5) (2013)
Fabio Scarpa, Sabrina Brigadoi, Simone Cutini, Pietro Scatturin, Marco Zorzi, Roberto Dell'Acqua, Giovanni Sparacino
A reference-channel based methodology to improve estimation of event-related hemodynamic response from fNIRS measurements. NeuroImage 72 (2013)
Michele De Filippo De Grazia, Simone Cutini, Matteo Lisi, Marco Zorzi
Space coding for sensorimotor transformations can emerge through unsupervised learning. Cogn. Process. 13 (Supplement-1) (2012)
Michele De Filippo De Grazia, Ivilin Stoianov, Marco Zorzi
Parallelization of Deep Networks. ESANN (2012)
Alberto Testolin, Alessandro Sperduti, Ivilin Stoianov, Marco Zorzi
Assessment of sequential Boltmann machines on a lexical processing task. ESANN (2012)
Marco Casarotti, Matteo Lisi, Carlo Umilta, Marco Zorzi
Paying Attention through Eye Movements: A Computational Investigation of the Premotor Theory of Spatial Attention. J. Cogn. Neurosci. 24 (7) (2012)
Marco Zorzi, Maria Grazia Di Bono, Wim Fias
Distinct representations of numerical and non-numerical order in the human intraparietal sulcus revealed by multivariate pattern recognition. NeuroImage 56 (2) (2011)
Fabio Scarpa, Sabrina Brigadoi, Simone Cutini, Pietro Scatturin, Marco Zorzi, Roberto Dell'Acqua, Giovanni Sparacino
A methodology to improve estimation of stimulus-evoked hemodynamic response from fNIRS measurements. EMBC (2011)
Simone Cutini, Pietro Scatturin, Marco Zorzi
A new method based on ICBM152 head surface for probe placement in multichannel fNIRS. NeuroImage 54 (2) (2011)
Massimiliano Versace, Marco Zorzi
The Role of dopamine in the Maintenance of Working Memory in prefrontal Cortex Neurons: Input-Driven versus Internally-Driven Networks. Int. J. Neural Syst. 20 (4) (2010)
Thomas Hope, Ivilin Stoianov, Marco Zorzi
Through Neural Stimulation to Behavior Manipulation: A Novel Method for Analyzing Dynamical Cognitive Models. Cogn. Sci. 34 (3) (2010)
Andrea Facoetti, Anna Noemi Trussardi, Milena Ruffino, Maria Luisa Lorusso, Carmen Cattaneo, Raffaella Galli, Massimo Molteni, Marco Zorzi
Multisensory Spatial Attention Deficits Are Predictive of Phonological Decoding Skills in Developmental Dyslexia. J. Cogn. Neurosci. 22 (5) (2010)
Mario Bonato, Konstantinos Priftis, Roberto Marenzi, Marco Zorzi
Normal and Impaired Reflexive Orienting of Attention after Central Nonpredictive Cues. J. Cogn. Neurosci. 21 (4) (2009)
Maria Grazia Di Bono, Marco Zorzi
Decoding Cognitive States from fMRI Data Using Support Vector Regression. PsychNology J. 6 (2) (2008)
Simone Cutini, Pietro Scatturin, Enrica Menon, Patrizia Silvia Bisiacchi, Luciano Gamberini, Marco Zorzi, Roberto Dell'Acqua
Selective activation of the superior frontal gyrus in task-switching: An event-related fNIRS study. NeuroImage 42 (2) (2008)
Konstantinos Priftis, Marco Zorzi, Francesca Meneghello, Roberto Marenzi, Carlo Umilta
Explicit versus Implicit Processing of Representational Space in Neglect: Dissociations in Accessing the Mental Number Line. J. Cogn. Neurosci. 18 (4) (2006)
Thomas Hope, Ivilin Stoianov, Marco Zorzi
Searching for Emergent Representations in Evolved Dynamical Systems. SAB (2006)
Marco Zorzi, Francesco Franzè, Nicolò Speciale, Guido Masetti
A tool for the integration of new VHDL-AMS models in SPICE. ISCAS (4) (2004)
Ivilin Stoianov, Marco Zorzi, Suzanna Becker, Carlo Umilta
Associative Arithmetic with Boltzmann Machines: The Role of Number Representations. ICANN (2002)