51 citations · 191 across the 15 of their papers we have counts for
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An Introduction to Quaternion-Valued Recurrent Projection Neural Networks
Marcos Eduardo Valle, Rodolfo Anibal Lobo
Hypercomplex-valued neural networks, including quaternion-valued neural networks, can treat multi-dimensional data as a single entity. In this paper, we introduce the quaternion-va…
A Broad Class of Discrete-Time Hypercomplex-Valued Hopfield Neural Networks
Fidelis Zanetti de Castro, Marcos Eduardo Valle
In this paper, we address the stability of a broad class of discrete-time hypercomplex-valued Hopfield-type neural networks. To ensure the neural networks belonging to this class a…
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and an Application for Face Recognition
Alex Santana dos Santos, Marcos Eduardo Valle
Max-C and min-D projection autoassociative fuzzy morphological memories (max-C and min-D PAFMMs) are two layer feedforward fuzzy morphological neural networks able to implement an…