Pietro Vertechi

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Search Mechanism

Short Term Memory

Top Venues

PLoS Comput. Biol.

Mach. Learn. Knowl. Extr.

Publications

Pietro Vertechi, Mattia G. Bergomi
Machines of Finite Depth: Towards a Formalization of Neural Networks. AAAI (2023)
Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi
Generalized Persistence for Equivariant Operators in Machine Learning. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi
Persistence-based operators in machine learning. CoRR (2022)
Pietro Vertechi, Mattia G. Bergomi
Machines of finite depth: towards a formalization of neural networks. CoRR (2022)
Pietro Vertechi
Dependent Optics. CoRR (2022)
Mattia G. Bergomi, Pietro Vertechi
Neural network layers as parametric spans. CoRR (2022)
Wieland Brendel, Ralph Bourdoukan, Pietro Vertechi, Christian K. Machens, Sophie Denève
Learning to represent signals spike by spike. PLoS Comput. Biol. 16 (3) (2020)
Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi
Parametric machines: a fresh approach to architecture search. CoRR (2020)
Mattia G. Bergomi, Pietro Vertechi
Rank-based persistence. CoRR (2019)
Pietro Vertechi, Wieland Brendel, Christian K. Machens
Unsupervised learning of an efficient short-term memory network. NIPS (2014)