△ images generated by the AI model ‘DALL-E’, with the text input ‘AI Computing Platform’

Efficient Deep Learning Acceleration

via

HW-Aware
AI Model Design

HW-SW
Co-Design

System-Level
Optimization

Full-Stack SW Design

Notice 공지
our lab is actively recruiting self-motivated undergraduate, graduate, and post-doc researchers! please feel free to contact me (jh.sim@ewha.ac.kr)
우리 연구실과 함께 할 박사후연구원, 석·박사과정 (컴퓨터공학전공/인공지능융합전공), 학부인턴을 모집하고 있습니다!

Latest News

  • 2022-09-16 Prof. Jaehyeong Sim is giving an invited talk entitled “HW/SW Co-Design for Deep Learning Acceleration” at Chung-Ang University, Seoul, Korea.
  • 2022-09-01 HaYoung Lim is now pursuing a Master degree.
  • 2022-08-30 JungA Lee has joined our group as a researcher. Welcome!
  • 2022-03-01 Hyojin Kim, Eunseo Yang have joined our group as an undergraduate research intern. Welcome!
  • 2022-02-01 Sooyoung Kwon has joined our group as an undergraduate research intern. Welcome!
  • 2022-01-01 Juyeon Kim has joined our group as an undergraduate research intern. Welcome!

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Latest Publications

  • “S-FLASH: A NAND Flash-based Deep Neural Network Accelerator Exploiting Bit-level Sparsity”, IEEE TC, Jun. 2022 [DOI].
  • “CREMON: Cryptography Embedded on the Convolutional Neural Network Accelerator”, IEEE TCAS-II, Dec. 2020 [DOI].
  • “An Energy-Efficient Deep Convolutional Neural Network Training Accelerator for In-Situ Personalization on Smart Devices”, IEEE JSSC, Oct. 2020 [DOI].