Multiscale Hybrid Convolutional Deep Neural Networks with Channel Attention

Multiscale Hybrid Convolutional Deep Neural Networks with Channel Attention

Attention mechanisms can improve the performance of neural networks, but the recent attention networks bring a greater computational overhead while improving network performance. How to maintain model performance while reducing complexity is a hot research topic. In this paper, a lightweight Mixture...

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Bibliographic Details
Main Authors: Hua Yang, Ming Yang, Bitao He, Tao Qin, Jing Yang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Entropy
Subjects:
convolutional neural networks
feature fusion
pyramid architecture
channel attention
skip connection
Online Access:https://www.mdpi.com/1099-4300/24/9/1180

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