Sei Joon Kim

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 18

Top Topics

Object Detection

Biologically Plausible

Auto Associative

Top Venues

Publications

Byunggook Na, Jaehee Jang, Seongsik Park, Sei Joon Kim, Joonoo Kim, Moon-Sik Jeong, Kwang-Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon
Scalable Smartphone Cluster for Deep Learning. CoRR (2021)
Seongsik Park, Jaehee Jang, Sei Joon Kim, Byunggook Na, Sungroh Yoon
Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering. IEEE Trans. Very Large Scale Integr. Syst. 29 (1) (2021)
Sei Joon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon
Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization. IEEE Access 9 (2021)
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding. CoRR (2020)
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding. DAC (2020)
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection. AAAI (2020)
Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA. DATE (2019)
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
Spiking-YOLO: Spiking Neural Network for Real-time Object Detection. CoRR (2019)
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. DAC (2019)
Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon
Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks. CoRR (2018)
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
CloudSocket: Fine-Grained Power Sensing System for Datacenters. IEEE Access 6 (2018)
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. CoRR (2018)
Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
Quantized Memory-Augmented Neural Networks. AAAI (2018)
Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon
Quantized Memory-Augmented Neural Networks. CoRR (2017)
Hyeokjun Choe, Seil Lee, Seongsik Park, Sei Joon Kim, Eui-Young Chung, Sungroh Yoon
Near-Data Processing for Machine Learning. CoRR (2016)
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Chang-Sung Jeong, Sungroh Yoon
CloudSocket: Smart grid platform for datacenters. ICCD (2016)
Sungwoon Choi, Sei Joon Kim, Jongmo Seo, Jae Young Park, Sungroh Yoon
Wearable and wireless measurement system for evaluating penile tumescence. BioCAS (2015)
Sungmin Lee, Byunghan Lee, Sei Joon Kim, Sunyoung Kwon, Sungroh Yoon
Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond. CoRR (2015)