Research on Generalized Hybrid Probability Convolutional Neural Network

Research on Generalized Hybrid Probability Convolutional Neural Network

This paper first studies the generalization ability of the convolutional layer as a feature mapper (CFM) for extracting image features and the classification ability of the multilayer perception (MLP) in a CNN. Then, a novel generalized hybrid probability convolutional neural network (GHP-CNN) is pr...

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Bibliographic Details
Main Authors: Wenyi Zhou, Hongguang Fan, Jihong Zhu, Hui Wen, Ying Xie
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
machine learning
Bayesian classifier
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/12/21/11301

Internet

https://www.mdpi.com/2076-3417/12/21/11301

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