S-FLASH: A NAND Flash-based Deep Neural Network Accelerator Exploiting Bit-level Sparsity

IEEE Transactions on Computers ◽

10.1109/tc.2021.3082003 ◽

2021 ◽

pp. 1-1

Author(s):

Myeonggu Kang ◽

Hyeonuk Kim ◽

Hyein Shin ◽

Jaehyeong Sim ◽

Kyeonghan Kim ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

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WISER: Deep Neural Network Weight-bit Inversion for State Error Reduction in MLC NAND Flash

10.23919/date51398.2021.9474134 ◽

2021 ◽

Author(s):

Jaehun Jang ◽

Jong Hwan Ko

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Error Reduction ◽

Network Weight ◽

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Deep Neural Network Modeling of Multiple Oxide/Nitride Deposited Dielectric Films for 3D-NAND Flash

Applied Science and Convergence Technology ◽

10.5757/asct.2020.29.6.190 ◽

2020 ◽

Vol 29 (6) ◽

pp. 190-194

Author(s):

Jeong Eun Choi ◽

Jungho Song ◽

Yong Ho Lee ◽

Sang Jeen Hong

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Network Modeling ◽

Dielectric Films ◽

Neural Network Modeling ◽

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Introduction of Non-Volatile Computing In Memory (nvCIM) by 3D NAND Flash for Inference Accelerator of Deep Neural Network (DNN) and the Read Disturb Reliability Evaluation : (Invited Paper)

2020 IEEE International Reliability Physics Symposium (IRPS) ◽

10.1109/irps45951.2020.9128340 ◽

2020 ◽

Author(s):

Hang-Ting Lue ◽

Po-Kai Hsu ◽

Keh-Chung Wang ◽

Chih-Yuan Lu

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Reliability Evaluation ◽

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3D-NAND Flash Solid-State Drive (SSD) for Deep Neural Network Weight Storage of IoT Edge Devices with 700x Data-Retention Lifetime Extention

2018 IEEE International Memory Workshop (IMW) ◽

10.1109/imw.2018.8388776 ◽

2018 ◽

Author(s):

Yoshiaki Deguchi ◽

Ken Takeuchi

Keyword(s):

Neural Network ◽

Solid State ◽

Deep Neural Network ◽

Solid State Drive ◽

Data Retention ◽

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Tolerance of Deep Neural Network Against the Bit Error Rate of NAND Flash Memory

2019 IEEE International Reliability Physics Symposium (IRPS) ◽

10.1109/irps.2019.8720586 ◽

2019 ◽

Author(s):

Mehedi Hasan ◽

Biswajit Ray

Keyword(s):

Neural Network ◽

Bit Error Rate ◽

Flash Memory ◽

Deep Neural Network ◽

Nand Flash Memory

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Adaptive weight-bit inversion for state error reduction for robust and efficient deep neural network inference using MLC NAND Flash

Journal of Systems Architecture ◽

10.1016/j.sysarc.2022.102400 ◽

2022 ◽

pp. 102400

Author(s):

Jaehun Jang ◽

Jong Hwan Ko

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Network Inference ◽

Error Reduction ◽

Adaptive Weight ◽

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Data-aware NAND flash memory for intelligent computing with deep neural network

2017 IEEE International Electron Devices Meeting (IEDM) ◽

10.1109/iedm.2017.8268470 ◽

2017 ◽

Author(s):

Ken Takeuchi

Keyword(s):

Neural Network ◽

Flash Memory ◽

Deep Neural Network ◽

Nand Flash Memory ◽

Intelligent Computing

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Study on Human Detection System Using Deep Neural Network and Alternative Learning for Autonomous Flying Drones

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.139.149 ◽

2019 ◽

Vol 139 (2) ◽

pp. 149-157

Author(s):

Itaru Nagayama ◽

Wakaki Uehara ◽

Takaya Miyazato

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Detection System ◽

Human Detection ◽

Alternative Learning

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Estimating the Corneal Thickness for post-operative Laser Eye Surgery using Deep Neural Network

Polytechnic Journal ◽

10.25156/ptj.2018.8.2.128 ◽

2018 ◽

Vol 8 (2) ◽

pp. 80-91

Author(s):

Sumia Jaffer

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Corneal Thickness ◽

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Deep Neural Network Classification of I-123 Ioflupane SPECT

10.26226/morressier.5e8335ba7cb08a046ef7c709 ◽

2020 ◽

Author(s):

David T. Wang ◽

Brady Williamson ◽

Thomas Eluvathingal ◽

Bruce Mahoney ◽

Jennifer Scheler

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Neural Network Classification

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