Browse "EE-Journal Papers(저널논문)" by Subject machine learning

Showing results 1 to 33 of 33

1
A Biological Monitoring Method based on the Response Behavior of Caenorhabditis Elegans to Chemicals in Water

Jeong, I. S.; Lee, S. R.; Song, Iickho; Kang, S. H., JOURNAL OF ENVIRONMENTAL INFORMATICS, v.33, no.1, pp.47 - 55, 2019-03

2
A Hybrid Jamming Detection Algorithm for Wireless Communications: Simultaneous Classification of Known Attacks and Detection of Unknown Attacks

Hong, Seokhwa; Kim, Kyuyeong; Lee, Si-Hyeon, IEEE COMMUNICATIONS LETTERS, v.27, no.7, pp.1769 - 1773, 2023-07

3
A Novel Deep-Learning-Based Robust Data Transmission Period Control Framework in IoT Edge Computing System

Han, Jaeseob; Lee, Gyeong Ho; Lee, Joohyung; Kim, Tae Yeon; Choi, Jun Kyun, IEEE INTERNET OF THINGS JOURNAL, v.9, no.23, pp.23486 - 23505, 2022-12

4
A parallel MR imaging method using multilayer perceptron

Kwon, Kinam; Kim, Dongchan; Park, HyunWook, MEDICAL PHYSICS, v.44, no.12, pp.6209 - 6224, 2017-12

5
A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective

Roh, Yuji; Heo, Geon; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.33, no.4, pp.1328 - 1347, 2021-04

6
A System Development for Autonomous Driving of Mini-Tram

KIM, Taejin; Oh, Hyeonchan; Shim, David Hyunchul, Journal of Institute of Control, Robotics and Systems, v.25, no.6, pp.506 - 511, 2019-04

7
Adapting to Unknown Conditions in Learning-Based Mobile Sensing

Gong, Taesik; Kim, Yeonsu; Choi, Ryuhaerang; Shin, Jinwoo; Lee, Sung-Ju, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.21, no.10, pp.3470 - 3485, 2022-10

8
An Overview of Processing-in-Memory Circuits for Artificial Intelligence and Machine Learning

Kim, Donghyuk; Yu, Chengshuo; Xie, Shanshan; Chen, Yuzong; Kim, Joo-Young; Kim, Bongjin; Kulkarni, Jaydeep P.; et al, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.338 - 353, 2022-06

9
Application of Machine Learning for Optimization of 3-D Integrated Circuits and Systems

Park, Sung Joo; Bae, Bumhee; Kim, Joungho; Swaminathan, Madhavan, IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, v.25, no.6, pp.1856 - 1865, 2017-06

10
Bayesian Optimization of MOSFET Devices Using Effective Stopping Condition

Kim, Bokyeom; Shin, Mincheol, IEEE ACCESS, v.9, pp.108480 - 108494, 2021-08

11
Block-Fading non-Stationary Channel Estimation for MIMO-OFDM Systems via Meta-Learning

Kim, Dongwon; Park, Sangwoo; Kang, Jinkyu; Kang, Joonhyuk, IEEE COMMUNICATIONS LETTERS, v.26, no.12, pp.2924 - 2928, 2022-12

12
Channel Characteristic-Based Deep Neural Network Models for Accurate Eye Diagram Estimation in High Bandwidth Memory (HBM) Silicon Interposer

Lho, Daehwan; Park, Hyunwook; Park, Shinyoung; Kim, Subin; Kang, Hyungmin; Sim, Boogyo; Kim, Seongguk; et al, IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, v.64, no.1, pp.196 - 208, 2022-02

13
Custom Sub-Systems and Circuits for Deep Learning: Guest Editorial Overview

Chen, Chia-Yu; Murmann, Boris; Seo, Jae-Sun; Yoo, Hoi-Jun, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.9, no.2, pp.247 - 252, 2019-06

14
Deep Learning Algorithm With Residual Blocks for Chemical Gas Concentration Estimation

Jang, Hee-Deok; Park, Jae-Hyeon; Chang, Dong Eui; Seo, Hyun-Soo; Nam, Hyunwoo, Journal of Institute of Control, Robotics and Systems, v.29, no.7, pp.556 - 561, 2023-07

15
Deep Learning Based Transmit Power Control in Underlaid Device-to-Device Communication

Lee, Woong-Sup; Kim, Minhoe; Cho, Dong-Ho, IEEE SYSTEMS JOURNAL, v.13, no.3, pp.2551 - 2554, 2019-09

16
Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training

Han, Wontak; Heo, Jaehoon; Kim, Junsoo; Lim, Sukbin; Kim, Joo-Young, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.354 - 366, 2022-06

17
Distributed Off-Policy Temporal Difference Learning Using Primal-Dual Method

Lee, Donghwan; Kim, Do Wan; Hu, Jianghai, IEEE ACCESS, v.10, pp.107077 - 107094, 2022-10

18
Effect of Prediction Error of Machine Learning Schemes on Photovoltaic Power Trading Based on Energy Storage Systems

Bae, Kuk Yeol; Jang, Han Seung; Jung, Bang Chul; Sung, Dan Keun, ENERGIES, v.12, no.7, 2019-04

19
Free-form optimization of nanophotonic devices: from classical methods to deep learning

Park, Juho; Kim, Sanmun; Nam, Daniel Wontae; Chung, Haejun; Park, Chan Y.; Jang, Min Seok, NANOPHOTONICS, v.11, no.9, pp.1809 - 1845, 2022-01

20
Individualized AI Tutor Based on Developmental Learning Networks

Kim, Woo-Hyun; Kim, Jong-Hwan, IEEE ACCESS, v.8, pp.27927 - 27937, 2020-02

21
Machine Learning for Practical Localization System Using Multiview CSI

Kim, Minseuk; Han, Dongsoo; Rhee, June-Koo Kevin, IEEE ACCESS, v.8, pp.184575 - 184584, 2020-10

22
Machine Learning-Based Dimension Optimization for Two-Stage Precoder in Massive MIMO Systems with Limited Feedback

Kang, Jinho; Lee, Jung Hoon; Choi, Wan, APPLIED SCIENCES-BASEL, v.9, no.14, 2019-07

23
Machine Learning-Guided Etch Proximity Correction

Shim, Seongbo; Shin, Youngsoo, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.30, no.1, pp.1 - 7, 2017-02

24
Massive MIMO Channel Prediction Via Meta-Learning and Deep Denoising: Is a Small Dataset Enough?

Kim, Hwanjin; Choi, Junil; Love, David J., IEEE Transactions on Wireless Communications, v.22, no.12, pp.9278 - 9290, 2023-12

25
Massive MIMO Channel Prediction: Kalman Filtering Vs. Machine Learning

Kim, Hwanjin; Kim, Sucheol; Lee, Hyeongtaek; Jang, Chulhee; Choi, Yongyun; Choi, Junil, IEEE TRANSACTIONS ON COMMUNICATIONS, v.69, no.1, pp.518 - 528, 2021-01

26
Modeling and Simulation Using Artificial Neural Network-Embedded Cellular Automata

Kim, Byeong Soo; Kim, Tag Gon, IEEE ACCESS, v.8, pp.24056 - 24061, 2020-01

27
Multiview Variational Deep Learning With Application to Practical Indoor Localization

Kim, Minseuk; Han, Dong-Soo; Rhee, June-Koo Kevin, IEEE INTERNET OF THINGS JOURNAL, v.8, no.15, pp.12375 - 12383, 2021-08

28
Quantum Error Mitigation With Artificial Neural Network

Kim, Changjun; Park, Kyungdeock Daniel; Rhee, June-Koo, IEEE ACCESS, v.8, pp.188853 - 188860, 2020-10

29
RRNet: Repetition-Reduction Network for Energy Efficient Depth Estimation

Oh, Sangyun; Kim, Hye-Jin S.; Lee, Jongeun; Kim, Junmo, IEEE ACCESS, v.8, pp.106097 - 106108, 2020-05

30
Short-Range Radar Based Real-Time Hand Gesture Recognition Using LSTM Encoder

Choi, Jae Woo; Ryu, Si Jung; Kim, Jong-Hwan, IEEE ACCESS, v.7, pp.33610 - 33618, 2019-04

31
Survival Analysis of COVID-19 Patients With Symptoms Information by Machine Learning Algorithms

Kim, Gwangsu; Yoo, Chang-Dong; Yang, Seong J., IEEE ACCESS, v.10, pp.62282 - 62291, 2022

32
Unsupervised View-Selective Deep Learning for Practical Indoor Localization Using CSI

Han, Dong-Soo; Kim, Minseuk; Rhee, June-Koo Kevin, IEEE SENSORS JOURNAL, v.21, no.21, pp.24398 - 24408, 2021-11

33
드론 활용 목표물 추적 응용에서의 인공지능 작업 실행효율 비교 분석: 클라우드 기반 대 드론 기반

손경환; Hostallero, David; 김대우; 방지환; 강완주; 윤세은; 구윤표; et al, 한국통신학회논문지, v.43, no.1, pp.143 - 151, 2018-01

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