2 papers
cs.LG2025
Morphological Perceptron with Competitive Layer: Training Using Convex-Concave Procedure
Iara Cunha, Marcos Eduardo Valle
A morphological perceptron is a multilayer feedforward neural network in which neurons perform elementary operations from mathematical morphology. For multiclass classification tas…
cs.LG2024
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming
Iara Cunha, Marcos Eduardo Valle
This paper concerns the training of a single-layer morphological perceptron using disciplined convex-concave programming (DCCP). We introduce an algorithm referred to as K-DDCCP, w…