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MRAM Co-designed Processing-in-Memory CNN Accelerator for Mobile and IoT Applications
- Publication Year :
- 2018
-
Abstract
- We designed a device for Convolution Neural Network applications with non-volatile MRAM memory and computing-in-memory co-designed architecture. It has been successfully fabricated using 22nm technology node CMOS Si process. More than 40MB MRAM density with 9.9TOPS/W are provided. It enables multiple models within one single chip for mobile and IoT device applications.<br />Comment: 4 pages, 4 figures, 1 table. Accepted by NIPS 2018 MLPCD workshop
- Subjects :
- Electrical Engineering and Systems Science - Signal Processing
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.1811.12179
- Document Type :
- Working Paper