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Full-Stack Optimization for CAM-Only DNN Inference

Full-Stack Optimization for CAM-Only DNN Inference

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2918025884

Full-Stack Optimization for CAM-Only DNN Inference

About this item

Full title

Full-Stack Optimization for CAM-Only DNN Inference

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-01

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

The accuracy of neural networks has greatly improved across various domains over the past years. Their ever-increasing complexity, however, leads to prohibitively high energy demands and latency in von Neumann systems. Several computing-in-memory (CIM) systems have recently been proposed to overcome this, but trade-offs involving accuracy, hardware...

Alternative Titles

Full title

Full-Stack Optimization for CAM-Only DNN Inference

Authors, Artists and Contributors

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Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2918025884

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2918025884

Other Identifiers

E-ISSN

2331-8422

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