Sukhwan Lim

According to our database, Sukhwan Lim authored at least 18 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Multi-Mode 8k-MAC HW-Utilization-Aware Neural Processing Unit With a Unified Multi-Precision Datapath in 4-nm Flagship Mobile SoC.

Jun-Seok Park, Changsoo Park, Suknam Kwon, Taeho Jeon, Yesung Kang, Heonsoo Lee, Dongwoo Lee, James Kim, Hyeong-Seok Kim, YoungJong Lee, Sangkyu Park, MinSeong Kim, Sanghyuck Ha, Jihoon Bang, Jinpyo Park, Sukhwan Lim, Inyup Kang

IEEE J. Solid State Circuits, 2023

2022

Fair and Comprehensive Benchmarking of Machine Learning Processing Chips.

Geoffrey W. Burr, Sukhwan Lim, Boris Murmann, Rangharajan Venkatesan, Marian Verhelst

IEEE Des. Test, 2022

A Multi-Mode 8K-MAC HW-Utilization-Aware Neural Processing Unit with a Unified Multi-Precision Datapath in 4nm Flagship Mobile SoC.

Jun-Seok Park, Changsoo Park, Suknam Kwon, Hyeong-Seok Kim, Taeho Jeon, Yesung Kang, Heonsoo Lee, Dongwoo Lee, James Kim, YoungJong Lee, Sangkyu Park, Jun-Woo Jang, Sanghyuck Ha, MinSeong Kim, Jihoon Bang, Sukhwan Lim, Inyup Kang

Proceedings of the IEEE International Solid-State Circuits Conference, 2022

2021

9.5 A 6K-MAC Feature-Map-Sparsity-Aware Neural Processing Unit in 5nm Flagship Mobile SoC.

Jun-Seok Park, Jun-Woo Jang, Heonsoo Lee, Dongwoo Lee, Sehwan Lee, Hanwoong Jung, Seungwon Lee, Suknam Kwon, Kyung-Ah Jeong, Joon-Ho Song, Sukhwan Lim, Inyup Kang

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

F1: Striking the Balance Between Energy Efficiency & Flexibility: General-Purpose vs Special-Purpose ML Processors.

Sukhwan Lim, Yongpan Liu, Luca Benini, Tanay Karnik, Hsie-Chia Chang

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Session 9 Overview: ML Processors From Cloud to Edge Machine Learning Subcommittee.

Sukhwan Lim, Luca Benini, Vivienne Sze

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

4.8 An Area and Energy Efficient 0.12nJ/Pixel 8K 30fps AV1 Video Decoder in 5nm CMOS Process.

Tae Sung Kim, Seokhyun Lee, Kyungkoo Lee, Sunyoung Shin, SeungSick Jun, YongMi Lee, Seungyong Lee, Homin Kang, Changhyun Yim, Yohan Lim, Eikyung Moon, Sukhwan Lim, Kyung-Ah Jeong, Inyup Kang

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC.

Jun-Woo Jang, Sehwan Lee, Dongyoung Kim, Hyunsun Park, Ali Shafiee Ardestani, Yeongjae Choi, Channoh Kim, Yoojin Kim, Hyeongseok Yu, Hamzah Abdel-Aziz, Jun-Seok Park, Heonsoo Lee, Dongwoo Lee, Myeong Woo Kim, Hanwoong Jung, Heewoo Nam, Dongguen Lim, Seungwon Lee, Joon-Ho Song, Suknam Kwon, Joseph Hassoun, Sukhwan Lim, Changkyu Choi

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Samsung Neural Processing Unit : An AI accelerator and SDK for flagship mobile AP.

Jun-Seok Park, Heonsoo Lee, Dongwoo Lee, Jewoo Moon, Suknam Kwon, Sanghyuck Ha, MinSeong Kim, Junghun Park, Jihoon Bang, Sukhwan Lim, Inyup Kang

Proceedings of the IEEE Hot Chips 33 Symposium, 2021

Under Display Camera Quad Bayer Raw Image Restoration using Deep Learning.

Irina Kim, Yunseok Choi, Hayoung Ko, Dongpan Lim, Youngil Seo, Jeongguk Lee, Geunyoung Lee, Eundoo Heo, Seongwook Song, Sukhwan Lim

Proceedings of the Imaging Sensors and Systems 2021, online, January 11-28, 2021, 2021

2020

Non-Uniform Video Time-Lapse Method Based on Motion Scenario and Stabilization Constraint.

Kai Guo, Nakhoon Kim, Duckchan Seo, Irina Kim, Soonkeun Chang, Dong-Ki Min, Sukhwan Lim

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Image Demosaicing for Submicron Image Sensors.

Irina Kim, Seongwook Song, Soonkeun Chang, Sukhwan Lim, Kai Guo

Proceedings of the Imaging Sensors and Systems 2020, 2020

2006

Characterization of noise in digital photographs for image processing.

Sukhwan Lim

Proceedings of the Digital Photography II, San Jose, CA, USA, January 15, 2006, 2006

2005

Optical flow estimation using temporally oversampled video.

Sukhwan Lim, John G. Apostolopoulos, Abbas El Gamal

IEEE Trans. Image Process., 2005

2004

Gain fixed pattern noise correction via optical flow.

Sukhwan Lim, Abbas El Gamal

IEEE Trans. Circuits Syst. I Regul. Pap., 2004

Benefits of temporal oversampling in optical flow estimation.

Sukhwan Lim, John G. Apostolopoulos, Abbas El Gamal

Proceedings of the 2004 International Conference on Image Processing, 2004

2001

A 10000 frames/s CMOS digital pixel sensor.

Stuart Kleinfelder, Sukhwan Lim, Xinqiao Liu, Abbas El Gamal

IEEE J. Solid State Circuits, 2001

Optical flow estimation using high frame rate sequences.

Sukhwan Lim, Abbas El Gamal

Proceedings of the 2001 International Conference on Image Processing, 2001