뇌파를 활용한 사용자의 감정 분류 알고리즘

목차 (Table of Contents)

• 요약
• ABSTRACT
• Ⅰ. 서론
• Ⅱ. 뇌파의 분류
• Ⅲ. 실험방법
• Ⅳ. 결론 및 토의
• References

참고문헌 (Reference)

1 김도훈, "디지털 뇌파 전송 프로토콜 개발 및 검증" 한국통신학회 38 (38): 623-629, 2013

2 "WEKA"

3 A. Holmes, "The role of spatial frequency information for ERP components sensitive to faces and emotional facial expression" 25 (25): 508-520, 2005

4 S. J. Nam, "Research on information processing and classification system the clinical data" Sejong University 2010

5 K. Takahashi, "Remarks on SVM-based on emotion recognition from multi-modal bio-potential signals" 95-100, 2004

6 J. H. Choi, "Physical characteristic analysis of IAPS for emotional processing EEG study" 741-744, 2013

7 R. O. Duda, "Pattern classification" Wiley-Interscience 2000

8 C. A. Frantzidis, "On the classification of emotional biosignals evoked while viewing affective pictures : An integrated data-mining-based approach for healthcare applications" 14 (14): 309-317, 2010

9 S. K. Yoo, "Neural network based emotion estimation using heart rate variability and skin resistance"

10 H. D. Kim, "Human networks recognition method using EEG signals by bayesian networks" 18 (18): 2008

11 T. Saramaki, "Finite impulse response filter design" John Wiley & Sons 155-270, 1993

12 R. N. Vigario, "Extraction of ocular artifacts from EEG using independent comonent analysis" 103 (103): 395-404, 1997

13 A. T. Sohaib, "Evaluating classifiers for emotion recognition using EEG" 8027 : 492-501, 2013

14 A. Delorme, "EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis" 134 (134): 9-21, 2004

15 "EEGLAB"

16 D. Nie, "EEG-based emotion recognition during watching movies" 667 (667): 667-670, 2011

17 D. O. Bos, "EEG-based emotion recognition"

18 염홍기, "EEG 신호의 Power Spectrum을 이용한 사람의 감정인식 방법 : Bayesian Networks와 상대 Power values 응용" 한국지능시스템학회 18 (18): 251-256, 2008

19 H. J. Lee, "Design of the system for human concentration exploiting digital contents" 321-324, 2012

20 S. Koelstra, "DEAP: A database for emotion analysis using physiological signals" 18-31, 2012

21 M. Eimer, "An event-related potential (ERP)study of transient and sustained visual attention to color and form" 44 (44): 143-160, 1997

22 C. H. Lee, "A study on EEG based concentration transmission and brain computer interface application" J. IEEK 41-46, 2009