A Comparison of Pooling Methods for Convolutional Neural Networks

A Comparison of Pooling Methods for Convolutional Neural Networks

One of the most promising techniques used in various sciences is deep neural networks (DNNs). A special type of DNN called a convolutional neural network (CNN) consists of several convolutional layers, each preceded by an activation function and a pooling layer. The feature map of the previous layer...

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書目詳細資料
Main Authors: Afia Zafar, Muhammad Aamir, Nazri Mohd Nawi, Ali Arshad, Saman Riaz, Abdulrahman Alruban, Ashit Kumar Dutta, Sultan Almotairi
格式: Article
語言:English
出版: MDPI AG 2022-08-01
叢編:Applied Sciences
主題:
pooling methods
deep network
convolutional neural network
overfitting
down sampling
visual recognition
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