A Novel Neural Network Classifier Using Beetle Antennae Search Algorithm for Pattern Classification

A Novel Neural Network Classifier Using Beetle Antennae Search Algorithm for Pattern Classification

Traditional training algorithms in artificial neural networks (ANNs) show some inherent weaknesses, such as the possibility of falling into local optimum, slow learning speed, and the inability to determine the optimal neuronal structure. To remedy the deficiencies of traditional neural networks, th...

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Bibliographic Details
Main Authors: Qing Wu, Zheping Ma, Gang Xu, Shuai Li, Dechao Chen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Beetle antennae search (BAS) algorithm
pattern classification
artificial neural networks (ANNs)
neural network classifier (NNC)
training algorithms
Online Access:https://ieeexplore.ieee.org/document/8717631/

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