High-order tensor flow processing using integrated photonic circuits
High-order tensor flow processing using integrated photonic circuits
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Author / Creator
Xu, Shaofu , Wang, Jing , Sicheng Yi and Zou, Weiwen
Publisher
Ithaca: Cornell University Library, arXiv.org
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Language
English
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Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
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Scope and Contents
Contents
Tensor analytics lays mathematical basis for the prosperous promotion of multiway signal processing. To increase computing throughput, mainstream processors transform tensor convolutions to matrix multiplications to enhance parallelism of computing. However, such order-reducing transformation produces data duplicates and consumes additional memory....
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Full title
High-order tensor flow processing using integrated photonic circuits
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TN_cdi_proquest_journals_2613417483
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2613417483
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E-ISSN
2331-8422
DOI
10.48550/arxiv.2112.12322