Sei Joon Kim

18 papers A* 4A 1C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering.
IEEE Trans. Very Large Scale Integr. Syst.
Seongsik Park, Jaehee Jang, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2021 J jnl
Scalable Smartphone Cluster for Deep Learning.
CoRR
Byunggook Na, Jaehee Jang, Seongsik Park, Sei Joon Kim, Joonoo Kim, Moon-Sik Jeong, Kwang-Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon
2021 J jnl
Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization.
IEEE Access
Sei Joon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon
2020 A* conf
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection.
AAAI
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
2020 A* conf
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding.
DAC
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2020 J jnl
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding.
CoRR
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2019 A conf
Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA.
DATE
Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
2019 A* conf
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks.
DAC
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
2019 J jnl
Spiking-YOLO: Spiking Neural Network for Real-time Object Detection.
CoRR
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
2018 J jnl
CloudSocket: Fine-Grained Power Sensing System for Datacenters.
IEEE Access
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
2018 J jnl
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks.
CoRR
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
2018 A* conf
Quantized Memory-Augmented Neural Networks.
AAAI
Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
2018 J jnl
Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks.
CoRR
Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
2017 J jnl
Quantized Memory-Augmented Neural Networks.
CoRR
Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
2016 C conf
CloudSocket: Smart grid platform for datacenters.
ICCD
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Chang-Sung Jeong, Sungroh Yoon
2016 J jnl
Near-Data Processing for Machine Learning.
CoRR
Hyeokjun Choe, Seil Lee, Seongsik Park, Sei Joon Kim, Eui-Young Chung, Sungroh Yoon
2015 — conf
Wearable and wireless measurement system for evaluating penile tumescence.
BioCAS
Sungwoon Choi, Sei Joon Kim, Jongmo Seo, Jae Young Park, Sungroh Yoon
2015 J jnl
Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond.
CoRR
Sungmin Lee, Byunghan Lee, Sei Joon Kim, Sunyoung Kwon, Sungroh Yoon