CV Lattes
Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Has experience in Computer Science, focusing on Analysis of Algorithms and Computational Complexity (Source: Lattes Curriculum)
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The human cognitive system is able to abstract concepts so that they are related under the same nature. For example, a person alone can be recognized by his or her photo, artistic portrait, caricature, facial composite or even a rough draft. From a computational and pattern recognition point of view, these representations are considered distinct, even though the semantics is the same. The…
Neural networks are relevant tools for learning representations for different tasks. In this context, compositional pattern production networks (CPPNs) are abstractions similar to artificial neural networks that can be trained using similar methods to encode complex life-like patterns. The method canonically used to evolve such networks is neural evolution of augmenting topologies (NEAT),…
| 1 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 2 / 2 | All Scholarships |
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