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Sequential Spatial Function Composition Framework: A Systematic Development from Generalized Sigmoid Functions to Complex Shape Representation

Published in Zenodo (CERN European Organization for Nuclear Research) • Sep 13, 2025
Authors:
Abdullah, Basil Yahya

Abstract

This paper presents the systematic development of a Sequential Spatial Function Composition Framework (SSFCF), evolved through three distinct phases: (1) generalization of sigmoid functions using complex exponents, (2) sequential composition of functions with continuity constraints, and (3) spatial ...

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