JunKyu Lee

According to our database, JunKyu Lee authored at least 18 papers between 2009 and 2024.

Collaborative distances:

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

2024

The Effects of Weight Quantization on Online Federated Learning for the IoT: A Case Study.

Nil Llisterri Giménez, JunKyu Lee, Felix Freitag, Hans Vandierendonck

IEEE Access, 2024

2023

Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.

JunKyu Lee, Lev Mukhanov, Amir Sabbagh Molahosseini, Umar Ibrahim Minhas, Yang Hua, Jesús Martínez del Rincón, Kiril Dichev, Cheol-Ho Hong, Hans Vandierendonck

ACM Comput. Surv., 2023

A case study on latency, bandwidth and energy efficiency of mobile 5G and YouTube Edge service in London. Why the 5G ecosystem and energy efficiency matter?

Peixuan Song, JunKyu Lee, Lev Mukhanov

CoRR, 2023

ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy.

JunKyu Lee, Blesson Varghese, Hans Vandierendonck

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Increased Leverage of Transprecision Computing for Machine Vision Applications at the Edge.

Umar Ibrahim Minhas, JunKyu Lee, Lev Mukhanov, Georgios Karakonstantis, Hans Vandierendonck, Roger F. Woods

J. Signal Process. Syst., 2022

Mixed-Precision Kernel Recursive Least Squares.

JunKyu Lee, Dimitrios S. Nikolopoulos, Hans Vandierendonck

IEEE Trans. Neural Networks Learn. Syst., 2022

Comparison of Two Microcontroller Boards for On-Device Model Training in a Keyword Spotting Task.

Nil Llisterri Giménez, Felix Freitag, JunKyu Lee, Hans Vandierendonck

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

2021

Towards Lower Precision Adaptive Filters: Facts From Backward Error Analysis of RLS.

JunKyu Lee, Hans Vandierendonck

IEEE Trans. Signal Process., 2021

Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.

JunKyu Lee, Lev Mukhanov, Amir Sabbagh Molahosseini, Umar Ibrahim Minhas, Yang Hua, Jesús Martínez del Rincón, Kiril Dichev, Cheol-Ho Hong, Hans Vandierendonck

CoRR, 2021

TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge.

JunKyu Lee, Blesson Varghese, Roger F. Woods, Hans Vandierendonck

Proceedings of the 5th IEEE International Conference on Fog and Edge Computing, 2021

2020

AIR: Iterative refinement acceleration using arbitrary dynamic precision.

JunKyu Lee, Gregory D. Peterson, Dimitrios S. Nikolopoulos, Hans Vandierendonck

Parallel Comput., 2020

2018

Energy-Efficient Iterative Refinement Using Dynamic Precision.

JunKyu Lee, Hans Vandierendonck, Mahwish Arif, Gregory D. Peterson, Dimitrios S. Nikolopoulos

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

2017

The First 25 Years of the FPL Conference: Significant Papers.

Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, João M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang

ACM Trans. Reconfigurable Technol. Syst., 2017

FPGA Implementations of Kernel Normalised Least Mean Squares Processors.

Nicholas J. Fraser, JunKyu Lee, Duncan J. M. Moss, Julian Faraone, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong

ACM Trans. Reconfigurable Technol. Syst., 2017

2015

Significant papers from the first 25 years of the FPL conference.

Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, João M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

A fully pipelined kernel normalised least mean squares processor for accelerated parameter optimisation.

Nicholas J. Fraser, Duncan J. M. Moss, JunKyu Lee, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

2010

Implementation of Hardware-Accelerated Scalable Parallel Random Number Generators.

JunKyu Lee, Gregory D. Peterson, Robert J. Harrison, Robert J. Hinde

VLSI Design, 2010

2009

HASPRNG: Hardware Accelerated Scalable Parallel Random Number Generators.

JunKyu Lee, Yu Bi, Gregory D. Peterson, Robert J. Hinde, Robert J. Harrison

Comput. Phys. Commun., 2009