Pietro Zanin

CV Lattes ORCID

Universidade de São Paulo (USP). Instituto de Física (IF) (Institutional affiliation from the last research proposal)
Birthplace: Brazil

Has experience in Physics, focusing on Physical Statistics and Thermodynamics (Source: Lattes Curriculum)

News published in Agência FAPESP Newsletter about the researcher

TITULO

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Scholarships in Brazil

Completed (most recent)

Abstract
I. We introduce a new type of interaction between agents modelled by attractor neural networks (ANN). We study analytically the influence on the critical capacity of the interaction with another ANN. The two agents, which receive the same amount of information, undergo an different periods of an unlearning (dream) dynamics, which partially eliminates spurious minima of the Hamiltonian.…
Topics in neural networks: I. interaction between attractor neural networks. II. learning dynamics in deep learning architectures, BP.MS
Abstract
The student will engage in an ongoing research program that deals with (I) learning in Neural Networks and (II) the construction and analysis of agent based models that process information using neural networks. The theoretical background includes Probability theory, Statistical Mechanics, Information theory and Machine Learning. The methods include analytical and computational techniques…
Learning algorithms in neural networks and emerging collective properties of agent based models, BP.IC

Virtual Library in numbers * Updated data on July 26, 2025

Total / Available in English

2 / 2	Completed scholarships in Brazil

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