no code implementations • 28 Aug 2023 • Alexandre Benatti, Luciano da Fontoura Costa
These features allow multiset neurons, which are based on the coincidence similarity operation, to perform effective pattern recognition applications, including the challenging task of image segmentation.
no code implementations • 19 Jul 2023 • Alexandre Benatti, Luciano da F. Costa
While the deep learning approach confirmed its potential for performing image segmentation, the alternative multiset methodology allowed for enhanced accuracy while requiring little computational resources.
no code implementations • 13 Jun 2022 • Alexandre Benatti, Henrique F. de Arruda, Luciano da F. Costa
Well-separated groups were obtained that provide a rich representation of the main similarity interrelationships between the 735 considered neuronal cells.
no code implementations • 6 Aug 2020 • Alexandre Benatti, Henrique Ferraz de Arruda, Filipi Nascimento Silva, Luciano da Fontoura Costa
The development of modern electronics was to a large extent related to the advent and popularization of bipolar junction technology.
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