Jisu Kwon

According to our database, Jisu Kwon authored at least 17 papers between 2019 and 2023.

Collaborative distances:

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

2023

Efficient Partial Weight Update Techniques for Lightweight On-Device Learning on Tiny Flash-Embedded MCUs.

Jisu Kwon, Daejin Park

IEEE Embed. Syst. Lett., December, 2023

Optimized Replication of ADC-Based Particle Counting Algorithm with Reconfigurable Multi-Variables in Pseudo-Supervised Digital Twining of Reference Dust Sensor Systems.

Seungmin Lee, Jisu Kwon, Daejin Park

Sensors, 2023

Runtime Tracking-Based Replication of On-Chip Embedded Software Using Transfer Function Learning for Dust Particle Sensing Systems.

Seungmin Lee, Jisu Kwon, Daejin Park

IEEE Access, 2023

Dynamic MAC Unit Pruning Techniques in Runtime RTL Simulation for Area-Accuracy Efficient Implementation of Neural Network Accelerator.

Jisu Kwon, Heuijee Yun, Daejin Park

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Work-in-Progress: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping.

Jisu Kwon, Daejin Park

Proceedings of the International Conference on Embedded Software, 2023

2022

Sparse convolutional neural network acceleration with lossless input feature map compression for resource-constrained systems.

Jisu Kwon, Joonho Kong, Arslan Munir

IET Comput. Digit. Tech., 2022

Efficient Sensor Processing Technique Using Kalman Filter-Based Velocity Prediction in Large-Scale Vehicle IoT Application.

Jisu Kwon, Daejin Park

IEEE Access, 2022

Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing.

Jisu Kwon, Moon Gi Seok, Daejin Park

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2022

Lightweighted AI-based Inference using Deterministic Randomness Compensation for Microcontroller ADC Resolution Enhancement.

Jisu Kwon, Daejin Park

Proceedings of the 19th International SoC Design Conference, 2022

2021

Low-Power Fast Partial Firmware Update Technique of On-Chip Flash Memory for Reliable Embedded IoT Microcontroller.

Jisu Kwon, Moon Gi Seok, Daejin Park

IEICE Trans. Electron., 2021

FogSurv: A Fog-Assisted Architecture for Urban Surveillance Using Artificial Intelligence and Data Fusion.

Arslan Munir, Jisu Kwon, Jong Hun Lee, Joonho Kong, Erik Blasch, Alexander J. Aved, Khan Muhammad

IEEE Access, 2021

Metamorphic Edge Processor Simulation Framework Using Flexible Runtime Partial Replacement of Software-Embedded Verilog RTL Models.

Jisu Kwon, Sejong Oh, Daejin Park

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Toward Data-Adaptable TinyML using Model Partial Replacement for Resource Frugal Edge Device.

Jisu Kwon, Daejin Park

Proceedings of the HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region, 2021

2020

GPU-Based ECC Decode Unit for Efficient Massive Data Reception Acceleration.

Jisu Kwon, Moon Gi Seok, Daejin Park

J. Inf. Process. Syst., 2020

Implementation of Computation-Efficient Sensor Network for Kalman Filter-based Intelligent Position-Aware Application.

Jisu Kwon, Daejin Park

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

User Insensible Sliding Firmware Update Technique for Flash-Area/Time-Cost Reduction toward Low-Power Embedded Software Replacement.

Jisu Kwon, Moon Gi Seok, Daejin Park

Proceedings of the 2020 IEEE Symposium in Low-Power and High-Speed Chips, 2020

2019

Function Block-Based Robust Firmware Update Technique for Additional Flash-Area/Energy-Consumption Overhead Reduction.

Jisu Kwon, Jeonghun Cho, Daejin Park

Proceedings of the 2019 International Symposium on Intelligent Signal Processing and Communication Systems, 2019