Abstract
Today's computing architectures and device technologies are unable to meet the increasingly stringent demands on energy and performance posed by emerging applications. Therefore, alternative computing architectures are being explored that leverage novel post-CMOS device technologies. One of these is a Computation-in-Memory architecture based on memristive devices. This paper describes the concept of such an architecture and shows different applications that could significantly benefit from it. For each application, the algorithm, the architecture, the primitive operations, and the potential benefits are presented. The applications cover the domains of data analytics, signal processing, and machine learning.
Original language | English |
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Title of host publication | Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019 |
Subtitle of host publication | Proceedings |
Publisher | IEEE |
Pages | 486-491 |
Number of pages | 6 |
ISBN (Electronic) | 978-3-9819263-2-3 |
ISBN (Print) | 978-1-7281-0331-0 |
DOIs | |
Publication status | Published - 2019 |
Event | DATE 2019 : Design, Automation and Test in Europe Conference and Exhibition - Florence, Italy Duration: 25 Mar 2019 → 29 Mar 2019 Conference number: 22nd |
Conference
Conference | DATE 2019 |
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Country/Territory | Italy |
City | Florence |
Period | 25/03/19 → 29/03/19 |