Neural networks : the official journal of the International Neural Network Society
Hermite-type neural network operators: derivative-informed frameworks for functional neuroimaging and signal processing.
Ugur Kadak
Published: 202510.1016/j.neunet.2025.108368
Abstract
This paper introduces Hermite-type Neural Network (HNN) operators and their integral-based extension, Hermite-Kantorovich Neural Network (HKNN) operators. These novel multivariate, derivative-aware operators utilize localized activation functions and…
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