Evolutionary Convolutional Neural Network Optimization with Cross-Tasks Transfer Strategy

Evolutionary Convolutional Neural Network Optimization with Cross-Tasks Transfer Strategy

Convolutional neural networks (CNNs) have shown great success in a variety of real-world applications and the outstanding performance of the state-of-the-art CNNs is primarily driven by the elaborate architecture. Evolutionary convolutional neural network (ECNN) is a promising approach to design the...

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Bibliographic Details
Main Authors: Zhao Wang, Di Lu, Huabing Wang, Tongfei Liu, Peng Li
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
evolutionary algorithm
convolutional neural network
transfer learning
image classification
Online Access:https://www.mdpi.com/2079-9292/10/15/1857

Internet

https://www.mdpi.com/2079-9292/10/15/1857

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