Local Sigmoid Method: Non-Iterative Deterministic Learning Algorithm for Automatic Model Construction of Neural Network

Local Sigmoid Method: Non-Iterative Deterministic Learning Algorithm for Automatic Model Construction of Neural Network

A non-iterative learning algorithm for artificial neural networks is an alternative to optimize the neural network parameters with extremely fast convergence time. Extreme learning machine (ELM) is one of the fastest learning algorithms based on a non-iterative method for a single hidden layer feedf...

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Bibliographic Details
Main Authors: Syukron Abu Ishaq Alfarozi, Kitsuchart Pasupa, Masanori Sugimoto, Kuntpong Woraratpanya
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Neural network
compact model
hidden node interpretation
sigmoid function
function approximation
slope information
Online Access:https://ieeexplore.ieee.org/document/8967052/

Internet

https://ieeexplore.ieee.org/document/8967052/

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