Deep Learning Accelerators' Configuration Space Exploration Effect on Performance and Resource Utilization: A Gemmini Case Study
Gookyi, Dennis Agyemanh Nana, Lee, Eunchong, Kim, Kyungho, Jang, Sung-Joon, Lee, Sang-Seol
Published in Sensors (Basel, Switzerland) (21.02.2023)
Published in Sensors (Basel, Switzerland) (21.02.2023)
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Journal Article
FreFlex: A High-Performance Processor for Convolution and Attention Computations via Sparsity-Adaptive Dynamic Frequency Boosting
Shanmuga Sundaram, Sadhana, Khodke, Yugandhar, Li, Yidong, Jang, Sung-Joon, Lee, Sang-Seol, Kang, Mingu
Published in IEEE journal of solid-state circuits (01.03.2024)
Published in IEEE journal of solid-state circuits (01.03.2024)
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Journal Article
52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating
Song, Chang Eun, Li, Yidong, Ramnani, Amardeep, Agrawal, Pulkit, Agrawal, Purvi, Jang, Sung-Joon, Lee, Sang-Seol, Rosing, Tajana, Kang, Mingu
Published in 2024 IEEE Custom Integrated Circuits Conference (CICC) (21.04.2024)
Published in 2024 IEEE Custom Integrated Circuits Conference (CICC) (21.04.2024)
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Conference Proceeding
Memory-efficient SURF architecture for ASIC implementation
Lee, Sang-Seol, Jang, Sung-Joon, Kim, Jungho, Hwang, Youngbae, Choi, Byeongho
Published in Electronics letters (17.07.2014)
Published in Electronics letters (17.07.2014)
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Journal Article
Design of a mixed prime factor FFT for portable digital radio mondiale receiver
Kim, Dong-Sun, Lee, Sang-Seol, Song, Jae-Yeon, Wang, Kyu-Yeul, Chung, Duck-Jin
Published in IEEE transactions on consumer electronics (01.11.2008)
Published in IEEE transactions on consumer electronics (01.11.2008)
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Journal Article
A real-time stereo depth extraction hardware for intelligent home assistant robot
Kim, Dong-Sun, Lee, Sang-Seol, Choi, Byeong-Ho
Published in IEEE transactions on consumer electronics (01.08.2010)
Published in IEEE transactions on consumer electronics (01.08.2010)
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Journal Article
Electrical characteristics of poly(3-hexylthiophene) organic thin film transistor with electroplated metal gate electrodes on polyimide
Seol, Y.G., Lee, J.G., Lee, N.-E., Seol Lee, Sang, Ahn, Jinho
Published in Thin solid films (23.04.2007)
Published in Thin solid films (23.04.2007)
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Journal Article
Conference Proceeding
A Flexible Machine Vision AI System for Edge-Oriented Deep Learning Accelerators
Song, Joon Boum, Kim, Yumi, Lee, Minkyu, Lee, Sang-Seol, Kim, Kyungho
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
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Conference Proceeding
An Efficient NPU-Aware Filter Pruning in Convolutional Neural Network
Lee, Soyoung, Kim, Kyungho, Kwak, Jonghoon, Lee, EunChong, Lee, Sang-Seol
Published in 2023 International Conference on Electronics, Information, and Communication (ICEIC) (05.02.2023)
Published in 2023 International Conference on Electronics, Information, and Communication (ICEIC) (05.02.2023)
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Conference Proceeding
Optimization Method and Implementation of Fake Quantization from the Perspective of Hardware Performance
Lee, Eunchong, Lee, Minkyu, Kim, Sanghyun, Lee, Soyoung, Jang, Sung-Joon, Lee, Sang-Seol
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
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Conference Proceeding
A Selective Multi-Unit Group Filter-Based Flexible Fast Light-CNN Training
Kim, Chan Yung, Lee, EunChong, Kim, Yumi, Kim, Aeri, Jang, Sung-Joon, Lee, Sang-Seol
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
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Conference Proceeding
Deep Neural Network Dataset Collection for Optimal Positioning of a Capacitive Compensated Schiffman Phase Shifter
Gyaang, Raymond, Abdul-Rahman, Ahmed, Gookyi, Dennis Agyemanh Nana, Jang, Sung-Joon, Lee, Sang-Seol
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25.06.2023)
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Conference Proceeding