1 Department of Civil and Environmental Engineering, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil. 2 Institute of Computing, Fluminense Federal University, Niterói, Brazil.

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Infants start learning words at an incredible pace in their second year of life. One of the strategies they use to learn words so efficiently is to take advantage of clues hidden in grammar: ...

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Inspired by core principles of information processing in the brain, deep neural networks (DNNs) have demonstrated remarkable success in computer vision applications. At the same time, networks trained ...

Deep neural networks (DNNs) have attained human-level performance on dozens of challenging tasks via an end-to-end deep learning strategy. Deep learning allows data representations that have multiple ...

This version of the text is no longer maintained: The material in this repository is an early draft of a manuscript that eventually matured into a finished textbook: Introduction to Software Design ...