HIGHLIGHTS
  • Award
    2019 IDEC Congress Chip Design Contest Best Design Award
  • Award
    2019 IDEC Congress Chip Design Contest Best Poster Award
  • Award
    IDEC 우수참여교수상
  • Award
    2017 IDEC SoC Congress Chip Design Contest Best Design Award
  • Research
    ISSCC 2016 CNN Chip Featured in IEEE Spectrum April 2016 Issue

Hyeon-ho Kim received "Best Design Award" in 2019 IDEC Congress Chip Design Contest.

Seung-kyu Choi received "Best Poster Award" in 2019 IDEC Congress Chip Design Contest.

Lee-sup Kim received "우수참여교수상" in 2019 IDEC Congress Chip Design Contest.

Chong-soo Jung, Dong-il Lee and Dae-woong Lee(Advisor Lee-Sup Kim) received “Best Design Award” in 2017 IDEC SoC Congress Chip Design Contest.

Related paper: "A DLL-based Reference-less CDR with ISI Jitter Reduction Scheme " by Chongsoo Jung

Our Convolutional Neural Network(CNN) chip presented at ISSCC 2016 is covered in the article "Neural Networks on the Go" in the IEEE Spectrum April 2016 Issue.

Related paper: "A 1.42TOPS/W Deep Convolutional Neural Network Recognition Processor for Intelligent IoE Systems" by Jaehyeong Sim



Latest News

Nov. 21, 2022

김현욱씨의 논문이 IEEE Transactions on Computers에 게재 승인 되었습니다. Read More

Oct. 18, 2022

김준겸씨의 논문이 IEEE International Symposium on High-Performance Computer Architecture 에 게재 승인되었습니다. Read More

Sept. 26, 2022

한윤기씨의 논문이 IEEE Transactions on Computers에 게재 승인 되었습니다. Read More

Sept. 6, 2022

최승규씨의 논문이 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems에 게재 승인 되었습니다. Read More

July 14, 2022

신혜인씨의 논문이 IEEE/ACM International Conference On Computer Aided Design 학회에 게재 승인되었습니다. Read More

April 18, 2022

정영범씨의 논문이 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems에 게재 승인 되었습니다. Read More

Feb. 28, 2022

신재강씨의 논문이 IEEE/ACM Design Automation Conference 학회에 게재 승인되었습니다. Read More

Oct. 13, 2021

강명구씨의 논문이 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems에 게재 승인 되었습니다. Read More

July 24, 2021

정영범씨의 논문이 IEEE Transactions on Circuits and Systems II 에 게재 승인 되었습니다. Read More

July 14, 2021

최승규씨의 논문이 IEEE/ACM International Conference On Computer Aided Design 학회에 게재 승인되었습니다. Read More

Video

Demonstration video of object classification from 32x32 input images using our CNN chip.

Demonstration viedo of image classification from 28 x 28 handwritten digit images using FPGA.

Recently Accepted Papers

Journal (to be published)

Hyeonuk Kim, Youngbeom Jung, Lee-Sup Kim
ADC-Free ReRAM-based In-Situ Accelerator for Energy-Efficient Binary Neural Networks
IEEE Transactions on Computers, 2022
 
Yunki Han, Kangkyu Park, Youngbeom Jung, Lee-Sup Kim
EGCN: An Efficient GCN Accelerator for Minimizing Off-Chip Memory Access
IEEE Transactions on Computers, 2022
 
Seungkyu Choi, Jaekang Shin, Lee-Sup Kim
Accelerating On-Device DNN Training Workloads via Runtime Convergence Monitoring
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022
 
Youngbeom Jung, Hyeonuk Kim, Seungkyu Choi, Jaekang Shin, Lee-Sup Kim
Energy-Efficient CNN Personalized Training by Adaptive Data Reformation
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022
 

Conference (to be presented)

Junkyum Kim, Myeonggu Kang, Yunki Han, Yanggon Kim, Lee-Sup Kim
OptimStore: In-Storage Optimization of Large Scale DNNs with On-Die Processing
IEEE International Symposium on High-Performance Computer Architecture, 2023