Single dendritic neural classification with an effective spherical search-based whale learning algorithm

Single dendritic neural classification with an effective spherical search-based whale learning algorithm

McCulloch-Pitts neuron-based neural networks have been the mainstream deep learning methods, achieving breakthrough in various real-world applications. However, McCulloch-Pitts neuron is also under longtime criticism of being overly simplistic. To alleviate this issue, the dendritic neuron model (DN...

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Bibliographic Details
Main Authors: Hang Yu, Jiarui Shi, Jin Qian, Shi Wang, Sheng Li
Format: Article
Language:English
Published: AIMS Press 2023-02-01
Series:Mathematical Biosciences and Engineering
Subjects:
evolutionary algorithms
optimization methods
whale optimization algorithm
back-propagation
artificial neural networks
deep learning
dendritic neuron model
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023328?viewType=HTML

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