Donghyeon Han

According to our database, Donghyeon Han authored at least 17 papers between 2018 and 2020.

Collaborative distances:

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

2020

A 1.15 TOPS/W Energy-Efficient Capsule Network Accelerator for Real-Time 3D Point Cloud Segmentation in Mobile Environment.

Gwangtae Park, Dongseok Im, Donghyeon Han, Hoi-Jun Yoo

IEEE Trans. Circuits Syst. II Express Briefs, 2020

The Hardware and Algorithm Co-Design for Energy-Efficient DNN Processor on Edge/Mobile Devices.

Jinsu Lee, Sanghoon Kang, Jinmook Lee, Dongjoo Shin, Donghyeon Han, Hoi-Jun Yoo

IEEE Trans. Circuits Syst., 2020

A 0.22-0.89 mW Low-Power and Highly-Secure Always-On Face Recognition Processor With Adversarial Attack Prevention.

Youngwoo Kim, Donghyeon Han, Changhyeon Kim, Hoi-Jun Yoo

IEEE Trans. Circuits Syst. II Express Briefs, 2020

DT-CNN: An Energy-Efficient Dilated and Transposed Convolutional Neural Network Processor for Region of Interest Based Image Segmentation.

Dongseok Im, Donghyeon Han, Sungpill Choi, Sanghoon Kang, Hoi-Jun Yoo

IEEE Trans. Circuits Syst., 2020

Extension of Direct Feedback Alignment to Convolutional and Recurrent Neural Network for Bio-plausible Deep Learning.

Donghyeon Han, Gwangtae Park, Junha Ryu, Hoi-Jun Yoo

CoRR, 2020

A 4.45 ms Low-Latency 3D Point-Cloud-Based Neural Network Processor for Hand Pose Estimation in Immersive Wearable Devices.

Dongseok Im, Sanghoon Kang, Donghyeon Han, Sungpill Choi, Hoi-Jun Yoo

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation.

Sanghoon Kang, Donghyeon Han, Juhyoung Lee, Dongseok Im, Sangyeob Kim, Soyeon Kim, Hoi-Jun Yoo

Proceedings of the 2020 IEEE International Solid- State Circuits Conference, 2020

2019

A Low-Power Deep Neural Network Online Learning Processor for Real-Time Object Tracking Application.

Donghyeon Han, Jinsu Lee, Jinmook Lee, Hoi-Jun Yoo

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

CNNP-v2: A Memory-Centric Architecture for Low-Power CNN Processor on Domain-Specific Mobile Devices.

Sungpill Choi, Kyeongryeol Bong, Donghyeon Han, Hoi-Jun Yoo

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Efficient Convolutional Neural Network Training with Direct Feedback Alignment.

Donghyeon Han, Hoi-Jun Yoo

CoRR, 2019

A 1.32 TOPS/W Energy Efficient Deep Neural Network Learning Processor with Direct Feedback Alignment based Heterogeneous Core Architecture.

Donghyeon Han, Jinsu Lee, Jinmook Lee, Hoi-Jun Yoo

Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

LNPU: A 25.3TFLOPS/W Sparse Deep-Neural-Network Learning Processor with Fine-Grained Mixed Precision of FP8-FP16.

Jinsu Lee, Juhyoung Lee, Donghyeon Han, Jinmook Lee, Gwangtae Park, Hoi-Jun Yoo

Proceedings of the IEEE International Solid- State Circuits Conference, 2019

DT-CNN: Dilated and Transposed Convolution Neural Network Accelerator for Real-Time Image Segmentation on Mobile Devices.

Dongseok Im, Donghyeon Han, Sungpill Choi, Sanghoon Kang, Hoi-Jun Yoo

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Direct Feedback Alignment Based Convolutional Neural Network Training for Low-Power Online Learning Processor.

Donghyeon Han, Hoi-Jun Yoo

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

CNNP-v2: An Energy Efficient Memory-Centric Convolutional Neural Network Processor Architecture.

Sungpill Choi, Kyeongryeol Bong, Donghyeon Han, Hoi-Jun Yoo

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

A Low-Power Convolutional Neural Network Face Recognition Processor and a CIS Integrated With Always-on Face Detector.

Kyeongryeol Bong, Sungpill Choi, Changhyeon Kim, Donghyeon Han, Hoi-Jun Yoo

IEEE J. Solid State Circuits, 2018

A 141.4 mW Low-Power Online Deep Neural Network Training Processor for Real-time Object Tracking in Mobile Devices.

Donghyeon Han, Jinsu Lee, Jinmook Lee, Sungpill Choi, Hoi-Jun Yoo

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018