Intelligent Neuroengineering Laboratory

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Registered Patents
14. Han-Jeong Hwang, Ga-Young Choi, “BIOMETRIC AUTHENTICATION METHOD BASED ON RESTING STATE ELECTROENCEPHALOGRAPHY MEASURED FROM OPTIMIZED ELECTRODE POSITION”, 10-2215813, 2021.02.08 (Korea).
13. Han-Jeong Hwang, Soo-In Choi, and So-Ra Park, “Method for analysing ear brain wave using re-reference method”, 10-2215807, 2021.02.08 (Korea).
12. Han-Jeong Hwang, Seong-Hwan Lee, “The method and apparatus for classifying patients with bipolar disorder and patients with schizophrenia using steady-state visual evoked potential(SSVEP)”, 10-2065151, 2020.01.06 (Korea).
11. Han-Jeong Hwang, Soo-In Choi, and Ga-Young Choi, “Biometric authentication method based on resting state electroencephalography”, 10-1923323, 2018.11.22 (Korea).
10. Ho-Seung Cha, Chang-Hwan Im, Jeong-Hwan Lim, Chang-Hee Han, Won-Du Chang, and Han-Jeong Hwang, “Signal generation method using transient visual evoked potential”, 10-1541619, 2015.07.08 (Korea).
9. Chang-Hwan Im, Jeong-Hwan Lim, Young-Jin Jung and Han-Jeong Hwang, “Word input interface apparatus and method with a QWERTY type using steady state visual evoked potential”, 10-1293863, 2013.07.31 (Korea).
8. Young-Ho Kim, Ranghee Son, Jong-Sang Son, Chang-Hwan Im and Han-Jeong Hwang, “Rehabilitation training system with functional electrical stimulation based on steady-state visual evoked potentials”, 10-1229244-0000, 2013.01.29 (Korea).
7. Chang-Hwan Im and Han-Jeong Hwang, “Method for producing two-dimensional spatiospectral ERD/ERS patterns from electroencephalogram, method for classifying mental tasks based on the two-dimensional spatiospectral patterns and brain-computer interface system using classified electroencephalogram by the classifying method as input signal”, 10-1205892-0000, 2012.11.22 (Korea).
6. Chang-Hwan Im, Han-Jeong Hwang and Kihyun Seo, “An EEG-based real-time functional cortical connectivity monitoring system”, 10-1087580, 2011.11.22 (Korea).
5. Chang-Hwan Im and Han-Jeong Hwang, “System and method for preventing drowsiness based on electrooculogram”, 10-1031485, 2011.04.19 (Korea).
4. Chang-Hwan Im and Han-Jeong Hwang, “Apparatus and headset for preventing drowsiness based on electrooculogram”, 10-1031413, 2011.04.19 (Korea).
3. Chang-Hwan Im, Young-Jin Jung, Han-Jeong Hwang, Do-Won Kim, and Jihye Park, “Concentration test method using steady-state visual evoked potential, concentration test device and concentration training method using the same method”, 10-1030162, 2011.04.12 (Korea).
2. Chang-Hwan Im and Han-Jeong Hwang, “Cortical rhythmic activity monitoring system based on EEG”, 10-0911731, 2009.08.04 (Korea).
1. Chang-Hwan Im, Han-Jeong Hwang, Kihyun Seo, and Man-Yeol Im, “Apparatus for preventing drowsiness based on electrooculogram”, 10-0851413, 2008.08.04 (Korea).
Patents Pending
9. Han-Jeong Hwang, Ga-Young Choi, Won-Seok Kim, Nam-Jong Paik, “APPARATUS AND METHOD FOR DETECTING INDIVIDUAL MOTOR HOTSPOT POSITION BASED ON BRAINWAVE USING CONVOLUTIONAL NEURAL NETWORK, AND TRANSCRANIAL ELECTRICAL STIMULATION APPARATUS USING THE SAME”, 10-2020-0133831, 2020.10.16(Korea).
8. Han-Jeong Hwang, Ki Moo Lim, Getu Tadele Taye, “Prediction of Ventricular Fibrillation by Machine Learning Based on QRS Complex Shape Features”, 10-2020-0131694, 2020.10.13(Korea).
7. Han-Jeong Hwang, Seong-Hwan Lee, Mi-Seon Shim, “Method for performance improvement of classification apparatus of mental illness disorders based on resting-state electroencephalogram”, 10-2020-0130860, 2020.10.12(Korea).
6. Han-Jeong Hwang, Chang-Hee Han, “Apparatus for Drowsiness Detection based on Convolutional Neural Network and Method of Drowsiness Detection based on Convolutional Neural Network”, 10-2020-0129401, 2020.10.07(Korea).
5. Han-Jeong Hwang, Ga-Young Choi, Won-Seok Kim, “APPARATUS AND METHOD FOR DETECTING MOTOR HOTSPOT POSITION USING BRAINWAVE, AND TRANSCRANIAL ELECTRICAL STIMULATION APPARATUS USING THE SAME”, 10-2020-0080383, 2020.06.30(Korea).
4. Han-Jeong Hwang, Soo-In Choi, Seong-Uk Kim, Ga-Young Choi, "Application system using bio signals measured around the ear", 10-2019-0141067, 2019.11.06 (Korea).
3. Ki Moo Lim,Han-Jeong Hwang, and Getu Tadele Taye, “Prediction of Ventricular Fibrillation by Machine Learning Based on QRS Complex Shape Features”, 10-2019-0127110, 2019.10.14 (Korea).
2. Han-Jeong Hwang, Chang-Hee Han, “The method and apparatus for user intention point detection based on multiple brain signals for brain-computer interface system”, 10-2019-0101407, 2019.08.19 (Korea).
1. Han-Jeong Hwang, Sang-Ho Kim, Hyun-Soo Lee, Wansu Lim, Ga-Young Choi, Jong-Gyu Shin, Jin-Bae Kim, Sohee Kang, “User evaluate framework for sensitivity and satisfaction of artificial intelligence system using bio-signal”, 10-2019-0062884, 2019.05.29 (Korea).
Registered Software
11. “딥러닝을 이용한 안정상태 뇌파 기반 개인 인증 알고리즘", 2020.06.01 (Korea).
10. “뇌파기반 경두개전기자극 위치 자동 결정 알고리즘", 2020.06.01 (Korea).
9. “귀 뇌파와 딥 러닝 알고리즘을 사용하는 기면상태 감지 소프트웨어", 2020.06.01 (Korea).
8. “사람의 수면 상태 분류 소프트웨어", 2019.09.26 (Korea).
7. “NIRS(근적외선 분광기법) 기반 BCI(뇌-컴퓨터 인터페이스) 성능 향상을 위한 최적의 채널 선택 소프트웨어", 2019.09.26 (Korea).
6. “다중뇌파신호를 이용한 뇌-컴퓨터 인터페이스 시스템을 위한 사용자 의도 시점 검출 알고리즘", 2019.09.26 (Korea).
5. “귀-뇌파 특화 재참조 소프트웨어", 2019.06.26 (Korea).
4. "NIRS(엔아이알에스)기반 BCI(비씨아이) 패러다임에서의 최적의 특징 추출 방법", 2018.12.11 (Korea).
3. “딥러닝 기반 뇌파를 활용한 사람 의도 분류 소프트웨어”, 2018.10.01 (Korea).
2. “귀 주변 뇌파 기반 잡음 분류 소프트웨어”, 2018.06.25 (Korea).
1. “안정상태 뇌파 기반 개인 인증 소프트웨어”, 2018.02.13 (Korea).

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