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Intelligent Systems Laboratory (ISL) aims to make Artificial Intelligence Systems feasible and permeates our daily-life from autonomous drones or vehicles to Internet-of-Things. The AI system is implemented on a single chip based on advanced digital VLSI and analog-digital mixed-mode circuits to utilize Deep Leaning, AI, and Spiking Neural Networks. We design AI System-on-Chip but not limited to Deep Learning (including CNN and RNN) and embedded system in which integrates the AI System-on-Chip. Also, Spiking Neural Network is integrated to design Neuromorphic Processor, which mimics human brain to realize intelligence with ultra-low-power consumption.
Major research field
AI System-on-Chip, Deep Learning Processor, Neuromorphic Chip, Processing-in-Memory, Network-on-Chip, AI Embedded Systems, Automotive Systems
Desired field of research
Mixed-mode Circuits, Quantum Computing Circuits, Autonomous Technologies
Research Keywords and Topics
AI System-on-Chip, Deep Learning Processor, Neuromorphic Processor, AI Embedded Systems, Automotive Processor, Network-on-Chip, Processing-in-Memory Architecture
Research Publications
MORE[JSSC 2017] Kyuho Jason Lee, et al., “A 502GOPS and 0.984mW Dual-mode Intelligent ADAS SoC with Real-Time Semi-Global Matching and Intention Prediction for Smart Automotive Black Box System”, IEEE Journal of Solid-State Circuits, vol. 52, no. 1, pp. 139-150, January 2017.
[JSSC 2015] Kyuho Jason Lee, et al., “A Vocabulary Forest Object Matching Processor with 2.07 M-vector/s Throughput and 13.3 nJ/vector Per-Vector Energy for Full-HD 60 fps Video Object Recognition”, IEEE Journal of Solid-State Circuits, vol. 50, no. 4, pp. 1059-1069, April 2015.
[T-CAS I 2020] Kyuho Jason Lee, et al., “The Development of Silicon for AI: Different Design Approaches”, IEEE Transactions on Circuits and Systems I (T-CAS I): Regular Papers, Early Access, 2020.
Patents
Gyeonghoon Kim, Kyuho Lee, Injoon Hong, and Hoi-Jun Yoo, “Cognitive Processor Mimicking Hyper-columns in Visual Cortex”, filed to Korean Patent NO.10-1356786, January 21, 2014.
국가과학기술표준분류
- ED. 전기/전자
- ED04. 반도체소자·시스템
- ED0406. SoC
국가기술지도분류
- 정보-지식-지능화 사회 구현
- 010700. 고성능정보처리/저장 장치 기술
녹색기술분류
- 고효율화기술
- 전력효율성 향상
- 324. 전력 IT기술
6T분류
- IT 분야
- 정보처리 시스템 및 S/W
- 010314. 신호처리기술(영상/음성처리/인식/합성)