Younghoon Byun

A Basic Study on the Application of Prism Sheets to Double-Skin Facades to Improve Indoor Light Environments

Minwoo Jang, Younghoon Byun, 2018 .

Layerwise Buffer Voltage Scaling for Energy-Efficient Convolutional Neural Network

Younghoon Byun, Minho Ha, Seungsik Moon, 2021, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Multi-level Weight Indexing Scheme for Memory-Reduced Convolutional Neural Network

Jongmin Park, Sunggu Lee, Younghoon Byun, 2019, 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS).

FPGA-Based Sparsity-Aware CNN Accelerator for Noise-Resilient Edge-Level Image Recognition

Jongmin Park, Younghoon Byun, Seokha Hwang, 2019, 2019 IEEE Asian Solid-State Circuits Conference (A-SSCC).

Selective Deep Convolutional Neural Network for Low Cost Distorted Image Classification

Sunggu Lee, Younghoon Byun, Jaecheol Lee, 2018, ArXiv.

Low-Complexity Dynamic Channel Scaling of Noise-Resilient CNN for Intelligent Edge Devices

Sunggu Lee, Younghoon Byun, Youngjoo Lee, 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Memory-Reduced Network Stacking for Edge-Level CNN Architecture With Structured Weight Pruning

Jongmin Park, Sunggu Lee, Younghoon Byun, 2019, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Rapid Design Space Exploration of Near-Optimal Memory-Reduced DCNN Architecture Using Multiple Model Compression Techniques

Younghoon Byun, Youngjoo Lee, 2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS).

Approach to Improve the Performance Using Bit-level Sparsity in Neural Networks

Younghoon Byun, Yesung Kang, Eunji Kwon, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).