Search Results for author: Alexandre Benatti

Found 4 papers, 0 papers with code

Multilayer Multiset Neuronal Networks -- MMNNs

no code implementations28 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.

Image Segmentation Segmentation +1

Two Approaches to Supervised Image Segmentation

no code implementations19 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.

Dimensionality Reduction Image Segmentation +2

Neuromorphic Networks as Revealed by Features Similarity

no code implementations13 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.

Transistors: A Network Science-Based Historical Perspective

no code implementations6 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.

Digital Libraries Physics and Society

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