Robust deep learning object recognition models rely on low frequency information in natural images
Li, Zhe, Ortega Caro, Josue, Rusak, Evgenia, Brendel, Wieland, Bethge, Matthias, Anselmi, Fabio, Patel, Ankit B, Tolias, Andreas S, Pitkow, Xaq
Published in PLoS computational biology (01.03.2023)
Published in PLoS computational biology (01.03.2023)
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Journal Article
A computational model for grid maps in neural populations
Anselmi, Fabio, Murray, Micah M., Franceschiello, Benedetta
Published in Journal of computational neuroscience (01.05.2020)
Published in Journal of computational neuroscience (01.05.2020)
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Journal Article
A Bayesian method to infer copy number clones from single-cell RNA and ATAC sequencing
Patruno, Lucrezia, Milite, Salvatore, Bergamin, Riccardo, Calonaci, Nicola, D'Onofrio, Alberto, Anselmi, Fabio, Antoniotti, Marco, Graudenzi, Alex, Caravagna, Giulio
Published in PLoS computational biology (02.11.2023)
Published in PLoS computational biology (02.11.2023)
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Journal Article
ATP Release through Connexin Hemichannels and Gap Junction Transfer of Second Messengers Propagate Ca²⁺ Signals across the Inner Ear
Anselmi, Fabio, Hernandez, Victor H., Crispino, Giulia, Seydel, Anke, Ortolano, Saida, Roper, Stephen D., Kessaris, Nicoletta, Richardson, William, Rickheit, Gesa, Filippov, Mikhail A., Monyer, Hannah, Mammano, Fabio
Published in Proceedings of the National Academy of Sciences - PNAS (02.12.2008)
Published in Proceedings of the National Academy of Sciences - PNAS (02.12.2008)
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Journal Article
Computational validation of clonal and subclonal copy number alterations from bulk tumor sequencing using CNAqc
Antonello, Alice, Bergamin, Riccardo, Calonaci, Nicola, Househam, Jacob, Milite, Salvatore, Williams, Marc J, Anselmi, Fabio, d'Onofrio, Alberto, Sundaram, Vasavi, Sosinsky, Alona, Cross, William C H, Caravagna, Giulio
Published in Genome Biology (31.01.2024)
Published in Genome Biology (31.01.2024)
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Journal Article
Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples
Caro, Josue O, Ju, Yilong, Pyle, Ryan, Dey, Sourav, Brendel, Wieland, Anselmi, Fabio, Patel, Ankit B
Published in Frontiers in computational neuroscience (20.06.2024)
Published in Frontiers in computational neuroscience (20.06.2024)
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Journal Article
The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex
Leibo, Joel Z, Liao, Qianli, Anselmi, Fabio, Poggio, Tomaso
Published in PLoS computational biology (01.10.2015)
Published in PLoS computational biology (01.10.2015)
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Journal Article
Data symmetries and Learning in fully connected neural networks
Anselmi, Fabio, Manzoni, Luca, D'Onofrio, Alberto, Rodriguez, Alex, Caravagna, Giulio, Bortolussi, Luca, Cairoli, Francesca
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics
Sahs, Justin, Pyle, Ryan, Damaraju, Aneel, Caro, Josue Ortega, Tavaslioglu, Onur, Lu, Andy, Anselmi, Fabio, Patel, Ankit B
Published in Frontiers in artificial intelligence (11.05.2022)
Published in Frontiers in artificial intelligence (11.05.2022)
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Journal Article
Coordinated control of connexin 26 and connexin 30 at the regulatory and functional level in the inner ear
Ortolano, Saida, Di Pasquale, Giovanni, Crispino, Giulia, Anselmi, Fabio, Mammano, Fabio, Chiorini, John A
Published in Proceedings of the National Academy of Sciences - PNAS (02.12.2008)
Published in Proceedings of the National Academy of Sciences - PNAS (02.12.2008)
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Journal Article
Reduced phosphatidylinositol 4,5-bisphosphate synthesis impairs inner ear Ca²⁺ signaling and high-frequency hearing acquisition
Rodriguez, Laura, Simeonato, Elena, Scimemi, Pietro, Anselmi, Fabio, Calì, Bianca, Crispino, Giulia, Ciubotaru, Catalin D., Bortolozzi, Mario, Ramirez, Fabian Galindo, Majumder, Paromita, Arslan, Edoardo, De Camilli, Pietro, Pozzan, Tullio, Mammano, Fabio
Published in Proceedings of the National Academy of Sciences - PNAS (28.08.2012)
Published in Proceedings of the National Academy of Sciences - PNAS (28.08.2012)
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Journal Article
Understanding Robustness and Generalization of Artificial Neural Networks Through Fourier Masks
Karantzas, Nikos, Besier, Emma, Ortega Caro, Josue, Pitkow, Xaq, Tolias, Andreas S, Patel, Ankit B, Anselmi, Fabio
Published in Frontiers in artificial intelligence (12.07.2022)
Published in Frontiers in artificial intelligence (12.07.2022)
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Journal Article
The diagnostic accuracy of five tests for diagnosing partial-thickness tears of the supraspinatus tendon: A cohort study
Villafañe, Jorge H., PhD, MSc, PT, Valdes, Kristin, OTD, OT, CHT, Anselmi, Fabio, PT, Pirali, Caterina, MD, Negrini, Stefano, MD
Published in Journal of hand therapy (01.07.2015)
Published in Journal of hand therapy (01.07.2015)
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Journal Article
ATP-mediated cell–cell signaling in the organ of Corti: the role of connexin channels
Majumder, Paromita, Crispino, Giulia, Rodriguez, Laura, Ciubotaru, Catalin Dacian, Anselmi, Fabio, Piazza, Valeria, Bortolozzi, Mario, Mammano, Fabio
Published in Purinergic signalling (01.06.2010)
Published in Purinergic signalling (01.06.2010)
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Journal Article
Symmetry-adapted representation learning
Anselmi, Fabio, Evangelopoulos, Georgios, Rosasco, Lorenzo, Poggio, Tomaso
Published in Pattern recognition (01.02.2019)
Published in Pattern recognition (01.02.2019)
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Journal Article