Entropy‐based sampling for efficient training of deep learning on CNC machining dataset

Abstract In the domain of modern manufacturing, computer numerical control (CNC) milling machines have emerged as instrumental assets. However, the data they generate is of vast amount, but usually contains redundancies and displays consistent patterns, making it inefficient for deep learning traini...

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發表在:	Electronics Letters
Main Authors:	Mingyu Sung, Chaewon Park, Sangjun Ha, Minse Ha, Hyeonuk Lee, Jonggeun Kim, Jae‐Mo Kang
格式:	Article
語言:	英语
出版:	Wiley 2024-08-01
主題:	entropy information theory learning (artificial intelligence) sampling methods
在線閱讀:	https://doi.org/10.1049/ell2.13308