An Optimized Method for Nonlinear Function Approximation Based on Multiplierless Piecewise Linear Approximation

An Optimized Method for Nonlinear Function Approximation Based on Multiplierless Piecewise Linear Approximation

In this paper, we propose an optimized method for nonlinear function approximation based on multiplierless piecewise linear approximation computation (ML-PLAC), which we call OML-PLAC. OML-PLAC finds the minimum number of segments with the predefined fractional bit width of input/output, maximum num...

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Bibliographic Details
Main Authors: Hongjiang Yu, Guoshun Yuan, Dewei Kong, Lei Lei, Yuefeng He
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
nonlinear function approximation
maximum absolute error (MAE)
iterating
tree-cascaded multiplexer
logarithmic function
antilogarithmic function
Online Access:https://www.mdpi.com/2076-3417/12/20/10616

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https://www.mdpi.com/2076-3417/12/20/10616

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