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Optimized operation scheme of flash-memory-based neural network online training with ultra-high endurance

Yang Feng Zhaohui Sun Yueran Qi Xuepeng Zhan Junyu Zhang Jing Liu Masaharu Kobayashi Jixuan Wu Jiezhi Chen

Journal of Semiconductors2024,Vol.45Issue(1):P.33-37,5.
Journal of Semiconductors2024,Vol.45Issue(1):P.33-37,5.DOI:10.1088/1674-4926/45/1/012301

Optimized operation scheme of flash-memory-based neural network online training with ultra-high endurance

Yang Feng 1Zhaohui Sun 1Yueran Qi 1Xuepeng Zhan 1Junyu Zhang 2Jing Liu 3Masaharu Kobayashi 4Jixuan Wu 1Jiezhi Chen1

作者信息

  • 1. School of Information Science and Engineering(ISE),Shandong University,Qingdao 266200,China
  • 2. Neumem Co.,Ltd,Hefei 230093,China
  • 3. Key Laboratory of Microelectronic Devices and Integrated Technology,Institute of Microelectronics of Chinese Academy of Sciences,Beijing 100084,China
  • 4. Institute of Industrial Science,The University of Tokyo,Tokyo,Japan
  • 折叠

摘要

关键词

NOR flash memory/computing-in-memory/endurance/neural network/online training

分类

信息技术与安全科学

引用本文复制引用

Yang Feng,Zhaohui Sun,Yueran Qi,Xuepeng Zhan,Junyu Zhang,Jing Liu,Masaharu Kobayashi,Jixuan Wu,Jiezhi Chen..Optimized operation scheme of flash-memory-based neural network online training with ultra-high endurance[J].Journal of Semiconductors,2024,45(1):P.33-37,5.

基金项目

This work was supported by the National Natural Science Foundation of China(Nos.62034006,92264201,and 91964105) (Nos.62034006,92264201,and 91964105)

the Natural Science Foundation of Shandong Province(Nos.ZR2020JQ28 and ZR2020KF016) (Nos.ZR2020JQ28 and ZR2020KF016)

the Program of Qilu Young Scholars of Shandong University. ()

Journal of Semiconductors

OACSTPCDEI

1674-4926

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