Machine learning by unitary tensor network of hierarchical tree structure

The resemblance between the methods used in quantum-many body physics and in machine learning has drawn considerable attention. In particular, tensor networks (TNs) and deep learning architectures bear striking similarities to the extent that TNs can be used for machine learning. Previous results us...

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書目詳細資料
發表在:New Journal of Physics
Main Authors: Ding Liu, Shi-Ju Ran, Peter Wittek, Cheng Peng, Raul Blázquez García, Gang Su, Maciej Lewenstein
格式: Article
語言:英语
出版: IOP Publishing 2019-01-01
主題:
在線閱讀:https://doi.org/10.1088/1367-2630/ab31ef