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High-order tensor flow processing using integrated photonic circuits

High-order tensor flow processing using integrated photonic circuits

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_61852ff26665495e87385afe70c0527e

High-order tensor flow processing using integrated photonic circuits

About this item

Full title

High-order tensor flow processing using integrated photonic circuits

Publisher

London: Nature Publishing Group UK

Journal title

Nature communications, 2022-12, Vol.13 (1), p.7970-10, Article 7970

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Tensor analytics lays the mathematical basis for the prosperous promotion of multiway signal processing. To increase computing throughput, mainstream processors transform tensor convolutions into matrix multiplications to enhance the parallelism of computing. However, such order-reducing transformation produces data duplicates and consumes addition...

Alternative Titles

Full title

High-order tensor flow processing using integrated photonic circuits

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_61852ff26665495e87385afe70c0527e

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_61852ff26665495e87385afe70c0527e

Other Identifiers

ISSN

2041-1723

E-ISSN

2041-1723

DOI

10.1038/s41467-022-35723-2

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