Sei Joon Kim

According to our database, Sei Joon Kim authored at least 15 papers between 2015 and 2021.

Collaborative distances:

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

2021

Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering.

Seongsik Park, Jaehee Jang, Sei Joon Kim, Byunggook Na, Sungroh Yoon

IEEE Trans. Very Large Scale Integr. Syst., 2021

Scalable Smartphone Cluster for Deep Learning.

Byunggook Na, Jaehee Jang, Seongsik Park, Sei Joon Kim, Joonoo Kim, Moon-Sik Jeong, Kwang-Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon

CoRR, 2021

Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization.

Sei Joon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon

IEEE Access, 2021

2020

T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding.

Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection.

Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Spiking-YOLO: Spiking Neural Network for Real-time Object Detection.

Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon

CoRR, 2019

Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA.

Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks.

Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks.

Seongsik Park, Jaehee Jang, Sei Joon Kim, Sungroh Yoon

CoRR, 2018

CloudSocket: Fine-Grained Power Sensing System for Datacenters.

Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon

IEEE Access, 2018

Quantized Memory-Augmented Neural Networks.

Seongsik Park, Sei Joon Kim, Seil Lee, Ho Bae, Sungroh Yoon

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Near-Data Processing for Machine Learning.

Hyeokjun Choe, Seil Lee, Seongsik Park, Sei Joon Kim, Eui-Young Chung, Sungroh Yoon

CoRR, 2016

CloudSocket: Smart grid platform for datacenters.

Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Chang-Sung Jeong, Sungroh Yoon

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

2015

Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond.

Sungmin Lee, Byunghan Lee, Sei Joon Kim, Sunyoung Kwon, Sungroh Yoon

CoRR, 2015

Wearable and wireless measurement system for evaluating penile tumescence.

Sungwoon Choi, Sei Joon Kim, Jongmo Seo, Jae Young Park, Sungroh Yoon

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015