Universality of almost periodic orbits in certain composite functions
Chikara Nakayama, Tsuyoshi Yoneda

TL;DR
This paper investigates the behavior of composite functions within elementary algebra, demonstrating the existence of almost periodic orbits without Fourier analysis, and identifying functions that tend asymptotically to these orbits.
Contribution
It introduces a novel algebraic approach to characterize almost periodic orbits in composite functions without relying on Fourier transform techniques.
Findings
Existence of almost periodic orbits in certain composite functions
Construction of composite functions tending asymptotically to almost periodic orbits
Characterization of these orbits within elementary algebraic framework
Abstract
We consider composite functions in the elementary algebraic framework. Without any use of the Fourier transform, we find almost periodic orbits which suitably characterizes certain composite functions. In particular, we provide special composite functions that tend asymptotically to almost periodic orbits.
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Taxonomy
TopicsNeural Networks and Applications · Neural Networks and Reservoir Computing
MethodsSPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings
