Intelligent digital systems lab
Welcome to IDSLab at KU!
Research topics
High-performance system design for training deep neural networks
Lightweight machine learning algorithms for energy-efficient inference engines
Automated search of efficient AI models
Energy-efficient hardware accelerator for scientific computing
Anti-tampering hardware using in-memory-computing
Spike-driven neural network design and its hardware implementation
Power-aware/thermal-aware system design methodology
Broader research interests include efficient AI algorithms, digital IC design, and accelerator/computer architecture. We look forward to working with highly motivated students. Please send me an e-mail if you are interested in pursuing a PhD or an integrated MS-PhD program.
RECENT NEWS
Our collaborated research between Korea University and POSTECH on RISC-V w/ vector processing unit & eFlash PIM has been accepted to IEEE/ACM ASPDAC'25. Kudos to Gunil Kang and Dahoon Park!
Our recent work on direct conversion of Transformers to SNNs without any training has been accepted at NeurIPS'24. Kudos to Sangwoo Hwang!
Our recent work on the design of a flexible multi-mode AES engine based on eDRAM PIM has been accepted to DATE'25. Kudos to Hyunseob Shin!
Our recent work on training-free full spike-driven Transformers got a silver prize at the Samsung Humantech Paper Awards. Congrats to Sangwoo Hwang, Yejin Lee, Donghun Lee, and Jiyong Park!
Our collaborated research between Korea University and DGIST on a flexible on-device NeRF rendering engine has been accepted to IEEE/ACM ISCA'25. Big congrats to Seock-Hwan Noh!
Contact
Principal Investigator – Jaeha Kung (jhkung@korea.ac.kr)
Lab Representative – Seunghyun Lee (coder@korea.ac.kr)
Lab Coordinator – Junsang Park (jshparksh@dgist.ac.kr)
Please contact "Lab Coordinator" for inquiries about 'Lab Internship, Information about IDS Lab, etc'.
Location
서울특별시 성북구 안암로 145, 신공학관 512호 (교수님 연구실) / 501호 (학생 연구실)
145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea,
New Engineering Hall Room 512 (Professor Lab) / Room 501 (Student Lab)