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Seokchan Song
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 8
Top Topics
Neural Network Training
Land Vehicle
Training Process
Object Detection
Top Venues
AICAS
IEEE Micro
HCS
IEEE Trans. Circuits Syst. II Express Briefs
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Publications
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Seokchan Song
,
Donghyeon Han
,
Sangjin Kim
,
Sangyeob Kim
,
Gwangtae Park
,
Hoi-Jun Yoo
GPPU: A 330.4-μJ/ task Neural Path Planning Processor with Hybrid GNN Acceleration for Autonomous 3D Navigation.
VLSI Technology and Circuits
(2023)
Seokchan Song
,
Soyeon Kim
,
Gwangtae Park
,
Donghyeon Han
,
Hoi-Jun Yoo
A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection.
IEEE Trans. Circuits Syst. II Express Briefs
69 (5) (2022)
Donghyeon Han
,
Dongseok Im
,
Gwangtae Park
,
Youngwoo Kim
,
Seokchan Song
,
Juhyoung Lee
,
Hoi-Jun Yoo
A 0.95 mJ/frame DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation.
AICAS
(2022)
Donghyeon Han
,
Dongseok Im
,
Gwangtae Park
,
Youngwoo Kim
,
Seokchan Song
,
Juhyoung Lee
,
Hoi-Jun Yoo
HNPU-V2: A 46.6 FPS DNN Training Processor for Real-World Environmental Adaptation based Robust Object Detection on Mobile Devices.
HCS
(2022)
Donghyeon Han
,
Dongseok Im
,
Gwangtae Park
,
Youngwoo Kim
,
Seokchan Song
,
Juhyoung Lee
,
Hoi-Jun Yoo
A DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation.
AICAS
(2022)
Donghyeon Han
,
Dongseok Im
,
Gwangtae Park
,
Youngwoo Kim
,
Seokchan Song
,
Juhyoung Lee
,
Hoi-Jun Yoo
A Mobile DNN Training Processor With Automatic Bit Precision Search and Fine-Grained Sparsity Exploitation.
IEEE Micro
42 (2) (2022)
Donghyeon Han
,
Dongseok Im
,
Gwangtae Park
,
Youngwoo Kim
,
Seokchan Song
,
Juhyoung Lee
,
Hoi-Jun Yoo
HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching.
IEEE J. Solid State Circuits
56 (9) (2021)
Donghyeon Han
,
Dongseok Im
,
Gwangtae Park
,
Youngwoo Kim
,
Seokchan Song
,
Juhyoung Lee
,
Hoi-Jun Yoo
An Energy-Efficient Deep Neural Network Training Processor with Bit-Slice-Level Reconfigurability and Sparsity Exploitation.
COOL CHIPS
(2021)