A 1ynm 1.25V 8Gb 16Gb/s/Pin GDDR6-Based Accelerator-in-Memory Supporting 1TFLOPS MAC Operation and Various Activation Functions for Deep Learning Application

Author:

Kwon Daehan1ORCID,Lee Seongju1,Kim Kyuyoung1,Oh Sanghoon1,Park Joonhong1,Hong Gi-Moon1,Ka Dongyoon1,Hwang Kyudong1ORCID,Park Jeongje1,Kang Kyeongpil1,Kim Jungyeon1,Jeon Junyeol1,Kim Nahsung2,Kwon Yongkee2,Kornijcuk Vladimir2,Shin Woojae2,Won Jongsoon2,Lee Minkyu2,Joo Hyunha2,Choi Haerang2,Kim Guhyun2,An Byeongju2,Lee Jaewook2,Ko Donguc1,Jun Younggun1,Kim Ilwoong1,Song Choungki1,Kim Ilkon2,Park Chanwook2,Kim Seho2,Jeong Chunseok1,Lim Euicheol2ORCID,Kim Dongkyun1,Jang Jieun1ORCID,Park Il3,Chun Junhyun2,Cho Joohwan1

Affiliation:

1. DRAM Development Division, SK Hynix, Icheon, South Korea

2. Solution Development Division, SK Hynix, Seongnam, South Korea

3. GSM Division, SK Hynix, Icheon, South Korea

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference14 articles.

1. The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]

2. Volta: Performance and Programmability

3. Basic Linear Algebra Subprograms for Fortran Usage

4. PyTorch: An imperative style, high-performance deep learning library;paszke;Proc Adv Neural Inf Process Syst,2019

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