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What is Hermite Neural Network Operators for Neuroimaging about?

This paper presents Hermite-type Neural Network (HNN) and Hermite-Kantorovich Neural Network (HKNN) operators designed for functional neuroimaging and signal processing. These derivative-aware operators effectively capture local dynamics and curvature, providing high-fidelity approximations while controlling variance under noise and irregular sampling. The proposed hybrid model demonstrates significant improvements in signal stability and connectivity analysis in fMRI studies, showcasing its practical utili

Author

phd2301106001

Language

EN