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

Oct. 13, 2021

강명구씨의 논문이 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

July 14, 2021

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

July 14, 2021

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

May 16, 2021

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

May 2, 2021

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

Feb. 25, 2021

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

Feb. 25, 2021

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

Feb. 8, 2021

박강규씨의 논문이 IEEE Transactions on Computers에 게재 승인 되었습니다. 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)

Myeonggu Kang, Hyein Shin, Lee-Sup Kim
A Framework for Accelerating Transformer-based Language Model on ReRAM-based Architecture
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
 
Youngbeom Jung, Hyeonuk Kim, Yeongjae Choi, Lee-Sup Kim
Quantization-Error-Robust Deep Neural Network for Embedded Accelerators
IEEE Transactions on Circuits and Systems II, 2021
 
Myeonggu Kang, Hyeonuk Kim, Hyein Shin, Jaehyeong Sim, Kyeonghan Kim, Lee-Sup Kim
S-FLASH: A NAND Flash-based Deep Neural Network Accelerator Exploiting Bit-level Sparsity
IEEE Transactions on Computers, 2021
 
Seungkyu Choi, Jaekang Shin, Lee-Sup Kim
A Deep Neural Network Training Architecture with Inference-aware Heterogeneous Data-type
IEEE Transactions on Computers, 2021
 
Kangkyu Park, Seungkyu Choi, Yeongjae Choi, Lee-Sup Kim
Rare Computing: Removing Redundant Multiplications from Sparse and Repetitive Data in Deep Neural Networks
IEEE Transactions on Computers, 2021
 

Conference (to be presented)

Seungkyu Choi, Jaekang Shin, Lee-Sup Kim
A Convergence Monitoring Method for DNN Training of On-Device Task Adaptation
IEEE/ACM International Conference On Computer Aided Design, 2021
 
Kangkyu Park, Yunki Han, Lee-Sup Kim
Deferred Dropout: An Algorithm-Hardware Co-Design DNN Training Method Provisioning Consistent High Activation Sparsity
IEEE/ACM International Conference On Computer Aided Design, 2021
 
Myeonggu Kang, Hyein Shin, Jaekang Shin, Lee-Sup Kim
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators
IEEE/ACM International Conference On Computer Aided Design, 2021
 
Hancheon Yun, Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Optimizing ADC Utilization through Value-Aware Bypass in ReRAM-based DNN Accelerator
IEEE/ACM Design Automation Conference, 2021
 
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Fault-free: A Fault-resilient Deep Neural Network Accelerator based on Realistic ReRAM Devices
IEEE/ACM Design Automation Conference, 2021