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Can I read 2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE) on EtoBox?
2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE) by Yang, Yong (author);Chen, Menghan (author);Wang, XiaoYa (author);Ma, Piming (author) is a nonfiction available to read on EtoBox.
What is 2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE) about?
Incremental learning has emerged to solve the problem of incrementally updating the classification model as the number of data classes grows. There are many challenges in incremental learning such as catastrophic forgetting and learning efficiency. In this paper, we present a method of the modulation recognition based on incremental learning, that allows learning continuously with a class-incremental way. The new classes can be added into the existing model progressively from a sequential data stream. We conduct experiments on the modulation signal dataset characterized by the constellation diagram, the experimental results prove the feasibility of our incremental learning system. Our method performs similarly in classification accuracy compared to common multi-task joint training, but performs better in training efficiency.
Who reads 2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Yang, Yong (author);Chen, Menghan (author);Wang, XiaoYa (author);Ma, Piming (author)
- Publisher
- IEEE
- Published
- 2020
- Language
- EN
- Category
- nonfiction