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Volumn 86, Issue , 2012, Pages 33-44

Autonomous emotion development using incremental modified adaptive neuro-fuzzy inference system

Author keywords

Autonomous emotion development; Electroencephalography (EEG); Incremental modified adaptive neuro fuzzy inference system (IMANFIS); International affective picture system (IAPS)

Indexed keywords

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; AUTONOMOUS EMOTION DEVELOPMENT; BRAIN SIGNALS; DEVELOPMENT SYSTEMS; ELECTROENCEPHALOGRAPHIES (EEG); ELECTROENCEPHALOGRAPHY (EEG); EMOTIONAL FACTORS; FUZZY CONCEPT; GAUSSIAN MEMBERSHIP FUNCTION; HUMAN EMOTION; HUMAN SUBJECTS; INCREMENTAL LEARNING; NATURAL SCENES; ORIENTATION INFORMATION; PICTURE SYSTEM;

EID: 84862813548     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2011.12.034     Document Type: Article
Times cited : (26)

References (41)
  • 1
    • 0034513122 scopus 로고    scopus 로고
    • Toward computers that recognize and respond to user emotion
    • ISSN 0018-8670
    • Picard R.W. Toward computers that recognize and respond to user emotion. IBM Syst. J. 2000, 39(3-4):705-719. ISSN 0018-8670.
    • (2000) IBM Syst. J. , vol.39 , Issue.3-4 , pp. 705-719
    • Picard, R.W.1
  • 2
    • 0032595005 scopus 로고    scopus 로고
    • Semantics in visual information retrieval
    • Colombo C., Bimbo A., Pala P. Semantics in visual information retrieval. IEEE Multimedia 1999, 6(3):38-53.
    • (1999) IEEE Multimedia , vol.6 , Issue.3 , pp. 38-53
    • Colombo, C.1    Bimbo, A.2    Pala, P.3
  • 3
    • 4444304198 scopus 로고    scopus 로고
    • An emotion-based approach to decision making and self learning in autonomous robot control
    • In: Proceedings of the Fifth World Congress on Intelligent Control and Automation
    • C. Yu, L. Xu, An emotion-based approach to decision making and self learning in autonomous robot control, in: Proceedings of the Fifth World Congress on Intelligent Control and Automation, vol. 3, 2004, pp. 2386-2390.
    • (2004) , vol.3 , pp. 2386-2390
    • Yu, C.1    Xu, L.2
  • 4
    • 72649087477 scopus 로고    scopus 로고
    • Reliability of cortical activity during natural stimulation
    • ISSN 13646613, doi:10.1016/j.tics.2009.10.011
    • Hasson U., Malach R., Heeger D.J. Reliability of cortical activity during natural stimulation. Trends Cognitive Sci. 2010, 14(1):40-48. ISSN 13646613, doi:10.1016/j.tics.2009.10.011.
    • (2010) Trends Cognitive Sci. , vol.14 , Issue.1 , pp. 40-48
    • Hasson, U.1    Malach, R.2    Heeger, D.J.3
  • 5
    • 82455218929 scopus 로고    scopus 로고
    • Emotion development system by interacting with human EEG and natural scene understanding
    • Zhang Q., Lee M. Emotion development system by interacting with human EEG and natural scene understanding. Cognitive Syst. Res. 2012, 14(1):37-49.
    • (2012) Cognitive Syst. Res. , vol.14 , Issue.1 , pp. 37-49
    • Zhang, Q.1    Lee, M.2
  • 6
    • 58149473702 scopus 로고    scopus 로고
    • Analysis of positive and negative emotions in natural scene using brain activity and GIST
    • Zhang Q., Lee M. Analysis of positive and negative emotions in natural scene using brain activity and GIST. Neurocomputing 2009, 72(4-6):1302-1306.
    • (2009) Neurocomputing , vol.72 , Issue.4-6 , pp. 1302-1306
    • Zhang, Q.1    Lee, M.2
  • 7
    • 0035951444 scopus 로고    scopus 로고
    • Artificial intelligence: autonomous mental development by robots and animals
    • ISSN 0036-8075, doi:10.1126/science.291.5504.599
    • Weng J., McClelland J., Pentland A., Sporns O., Stockman I., Sur M., Thelen E. Artificial intelligence: autonomous mental development by robots and animals. Science 2001, 291(5504):599-600. ISSN 0036-8075, doi:10.1126/science.291.5504.599, URL: 〈http://dx.doi.org/10.1126/science.291.5504.599〉.
    • (2001) Science , vol.291 , Issue.5504 , pp. 599-600
    • Weng, J.1    McClelland, J.2    Pentland, A.3    Sporns, O.4    Stockman, I.5    Sur, M.6    Thelen, E.7
  • 8
    • 0026372558 scopus 로고
    • Incremental learning with rule-based neural networks
    • In: Proceedings of the International Joint Conference on Neural Networks
    • H. Goodman, C.M. Higgins, R.M. Goodman, Incremental learning with rule-based neural networks, in: Proceedings of the International Joint Conference on Neural Networks, 1991, pp. 875-880.
    • (1991) , pp. 875-880
    • Goodman, H.1    Higgins, C.M.2    Goodman, R.M.3
  • 9
    • 82355169755 scopus 로고    scopus 로고
    • Adaptive object recognition model using incremental feature representation and hierarchical classification
    • Jeong S., Lee M. Adaptive object recognition model using incremental feature representation and hierarchical classification. Neural Networks 2012, 25:130-140.
    • (2012) Neural Networks , vol.25 , pp. 130-140
    • Jeong, S.1    Lee, M.2
  • 10
    • 0032923221 scopus 로고
    • Catastrophic forgetting in connectionist networks: causes, consequences and solutions
    • French R.M. Catastrophic forgetting in connectionist networks: causes, consequences and solutions. Trends Cognitive Sci. 1994, 128-135.
    • (1994) Trends Cognitive Sci. , pp. 128-135
    • French, R.M.1
  • 11
    • 84862825659 scopus 로고    scopus 로고
    • Basic emotions, Handbook of Cognition and Emotion
    • P. Ekman, Basic emotions, Handbook of Cognition and Emotion, 1999.
    • (1999)
    • Ekman, P.1
  • 12
    • 0029304079 scopus 로고
    • The emotion probe. Studies of motivation and attention
    • ISSN 0003-066X
    • Lang P.J. The emotion probe. Studies of motivation and attention. Am. Psychol. 1995, 50(5):372-385. ISSN 0003-066X, URL: 〈http://view.ncbi.nlm.nih.gov/pubmed/7762889.
    • (1995) Am. Psychol. , vol.50 , Issue.5 , pp. 372-385
    • Lang, P.J.1
  • 13
    • 4644280844 scopus 로고
    • A circumplex model of affect
    • doi:doi/10.1037/h0077714
    • Russell J.A. A circumplex model of affect. J. Pers. Soc. Psychol. 1980, 39:1161-1178. doi:doi/10.1037/h0077714.
    • (1980) J. Pers. Soc. Psychol. , vol.39 , pp. 1161-1178
    • Russell, J.A.1
  • 14
    • 9244255320 scopus 로고    scopus 로고
    • Brain activity underlying emotional valence and arousal: a response-related fMRI study
    • Anders S., Lotze M., Erb M., Grodd W., Birbaumer N. Brain activity underlying emotional valence and arousal: a response-related fMRI study. Human Brain Mapp. 2004, 23(4):200-209.
    • (2004) Human Brain Mapp. , vol.23 , Issue.4 , pp. 200-209
    • Anders, S.1    Lotze, M.2    Erb, M.3    Grodd, W.4    Birbaumer, N.5
  • 15
    • 0001983465 scopus 로고
    • Behavioral treatment and bio-behavioral assessment: computer applications
    • Ablex Pub. Corp. J.B. Sidowski, J.H. Johnson, T.A. Williams (Eds.)
    • Lang P.J. Behavioral treatment and bio-behavioral assessment: computer applications. Technology in Mental Health Care Delivery Systems 1980, 119-137. Ablex Pub. Corp. J.B. Sidowski, J.H. Johnson, T.A. Williams (Eds.).
    • (1980) Technology in Mental Health Care Delivery Systems , pp. 119-137
    • Lang, P.J.1
  • 17
    • 0031293888 scopus 로고    scopus 로고
    • Wavelet and wavelet packet decomposition of RR and RTmax interval time series
    • In: Engineering in Medicine and Biology Society, Proceedings of the 19th Annual International Conference of the IEEE, ISSN 1094-687X, doi:
    • P. Tikkanen, L. Sellin, Wavelet and wavelet packet decomposition of RR and RTmax interval time series, in: Engineering in Medicine and Biology Society, Proceedings of the 19th Annual International Conference of the IEEE, vol. 1, 1997, pp. 313-316, ISSN 1094-687X, doi:. http://10.1109/IEMBS.1997.754537.
    • (1997) , vol.1 , pp. 313-316
    • Tikkanen, P.1    Sellin, L.2
  • 18
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: the wavelet representation
    • Mallat S.G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Anal. Mach. Intell. 1989, 11:674-693.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , pp. 674-693
    • Mallat, S.G.1
  • 20
    • 4344588968 scopus 로고    scopus 로고
    • Vaegan, Visual evoked potentials standard, Doc. Ophthalmol., Adv. Ophthalmol, ISSN 0012-4486
    • J.V. Odom, M. Bach, C. Barber, M. Brigell, M.F. Marmor, A.P. Tormene, G.E. Holder, Vaegan, Visual evoked potentials standard, Doc. Ophthalmol., Adv. Ophthalmol. 108 (2) 2004, 115-123, ISSN 0012-4486.
    • (2004) , vol.108 , Issue.2 , pp. 115-123
    • Odom, J.V.1    Bach, M.2    Barber, C.3    Brigell, M.4    Marmor, M.F.5    Tormene, A.P.6    Holder, G.E.7
  • 21
    • 57849121549 scopus 로고    scopus 로고
    • A theoretical and empirical review of psychophysiological studies of emotion
    • Niemic C.P. A theoretical and empirical review of psychophysiological studies of emotion. J. Undergrad. Res. 2002, 1:15-18.
    • (2002) J. Undergrad. Res. , vol.1 , pp. 15-18
    • Niemic, C.P.1
  • 22
    • 0345493789 scopus 로고    scopus 로고
    • Processing of affective pictures modulates right-hemispheric gamma band EEG activity
    • Müller M.M., Keil A., Gruber T., Elbert T. Processing of affective pictures modulates right-hemispheric gamma band EEG activity. Clin. Neurophysiol. 1999, 110(11):1913-1920. URL: 〈http://dx.doi.org/10.1016/S1388-2457(99)00151-0〉. 10.1016/S1388-2457(99)00151-0.
    • (1999) Clin. Neurophysiol. , vol.110 , Issue.11 , pp. 1913-1920
    • Müller, M.M.1    Keil, A.2    Gruber, T.3    Elbert, T.4
  • 25
    • 0141629808 scopus 로고
    • Movement-produced stimulation in the development of visually guided behavior
    • Hubel D., Wiesel T. Movement-produced stimulation in the development of visually guided behavior. J. Comp. Physiol. Psychol. 1962, 56(5):872-876.
    • (1962) J. Comp. Physiol. Psychol. , vol.56 , Issue.5 , pp. 872-876
    • Hubel, D.1    Wiesel, T.2
  • 26
    • 34548125765 scopus 로고    scopus 로고
    • Image retrieval by emotional semantics: A study of emotional space and feature extraction
    • In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
    • W.N. Wang, Y.L. Yu, S.M. Jiang, Image retrieval by emotional semantics: a study of emotional space and feature extraction, in: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 4, 2006, pp. 3534-3539.
    • (2006) , vol.4 , pp. 3534-3539
    • Wang, W.N.1    Yu, Y.L.2    Jiang, S.M.3
  • 27
    • 2342616195 scopus 로고    scopus 로고
    • A study of colour emotion and colour preference. Part I. Colour emotions for single colours
    • Choi J.-H., Sohn J.-I., Yang H.-S., Chung Y.-R., Lee M., Koh S.-C. A study of colour emotion and colour preference. Part I. Colour emotions for single colours. Color Res. Appl. 2004, 29(3):232-240.
    • (2004) Color Res. Appl. , vol.29 , Issue.3 , pp. 232-240
    • Choi, J.-H.1    Sohn, J.-I.2    Yang, H.-S.3    Chung, Y.-R.4    Lee, M.5    Koh, S.-C.6
  • 28
    • 0006422450 scopus 로고
    • John Wiley & Sons, Inc., New York
    • Itten J. Art of Color 1961, John Wiley & Sons, Inc., New York.
    • (1961) Art of Color
    • Itten, J.1
  • 29
    • 33749236045 scopus 로고    scopus 로고
    • Building the GIST of a scene: the role of global image features in recognition
    • Oliva A., Torralba A. Building the GIST of a scene: the role of global image features in recognition. Prog. Brain Res. 2006, 155:22-36.
    • (2006) Prog. Brain Res. , vol.155 , pp. 22-36
    • Oliva, A.1    Torralba, A.2
  • 31
    • 71049169991 scopus 로고    scopus 로고
    • Fuzzy-GIST for emotion recognition in natural scene images, in: DEVLRN '09: Proceedings of the 2009 IEEE 8th International Conference on Development and Learning, IEEE Computer Society, Washington, DC, USA, ISBN 978-1-4244-4117-4, doi:.
    • Q. Zhang, M. Lee, Fuzzy-GIST for emotion recognition in natural scene images, in: DEVLRN '09: Proceedings of the 2009 IEEE 8th International Conference on Development and Learning, IEEE Computer Society, Washington, DC, USA, 2009, pp. 1-7. ISBN 978-1-4244-4117-4, doi:. http://dx.doi.org/10.1109/DEVLRN.2009.5175518.
    • (2009) , pp. 1-7
    • Zhang, Q.1    Lee, M.2
  • 32
    • 82455207240 scopus 로고    scopus 로고
    • Modeling the emotional state of computer users
    • In: Workshop on Attitude, Personality and Emotions in User-Adapted Interaction
    • J.B. Gene Ball, Modeling the emotional state of computer users, in: Workshop on Attitude, Personality and Emotions in User-Adapted Interaction, 1999.
    • (1999)
    • Gene Ball, J.B.1
  • 33
    • 82455197106 scopus 로고    scopus 로고
    • Increasing SIA architecture realism by modeling and adapting to affect and personality
    • In: Fall AAAI Symposium on Socially Intelligent Agents: The Human in the Loop, North Falmouth, MS, USA
    • E. Hudlicka, Increasing SIA architecture realism by modeling and adapting to affect and personality, in: Fall AAAI Symposium on Socially Intelligent Agents: The Human in the Loop, North Falmouth, MS, USA, 2002.
    • (2002)
    • Hudlicka, E.1
  • 34
    • 0035618193 scopus 로고    scopus 로고
    • Possibility theory, probability theory and multiple-valued logics: a clarification
    • Dubois D., Prade H. Possibility theory, probability theory and multiple-valued logics: a clarification. Ann. Math. Artif. Intell. 2001, 32(1-4):35-66.
    • (2001) Ann. Math. Artif. Intell. , vol.32 , Issue.1-4 , pp. 35-66
    • Dubois, D.1    Prade, H.2
  • 35
    • 0041613029 scopus 로고    scopus 로고
    • Possibility theory is not fully compositional!: a comment on a short note by H.J. Greenberg
    • ISSN 0165-0114, doi
    • Dubois D., Prade H. Possibility theory is not fully compositional!: a comment on a short note by H.J. Greenberg. Fuzzy Sets Syst. 1998, 95(1):131-134. ISSN 0165-0114, doi:http://dx.doi.org/10.1016/S0165-0114(97)00204-2.
    • (1998) Fuzzy Sets Syst. , vol.95 , Issue.1 , pp. 131-134
    • Dubois, D.1    Prade, H.2
  • 36
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi T., Sugeno M. Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man Cybern. 1985, 15(1):116-132.
    • (1985) IEEE Trans. Syst. Man Cybern. , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 37
    • 45449126257 scopus 로고
    • Structure identification of fuzzy model
    • ISSN 0165-0114, doi:
    • Sugeno M., Kang G.T. Structure identification of fuzzy model. Fuzzy Sets Syst. 1988, 28(1):15-33. ISSN 0165-0114, doi:http://dx.doi.org/10.1016/0165-0114(88)90113-3.
    • (1988) Fuzzy Sets Syst. , vol.28 , Issue.1 , pp. 15-33
    • Sugeno, M.1    Kang, G.T.2
  • 38
    • 0021314119 scopus 로고
    • Derivation of fuzzy control rules from human operator's control actions
    • In: Proceedings of the IFAC Symposium on Fuzzy Information, Knowledge Representation and Decision Analysis
    • T. Takagi, M. Sugeno, Derivation of fuzzy control rules from human operator's control actions, in: Proceedings of the IFAC Symposium on Fuzzy Information, Knowledge Representation and Decision Analysis, 1983, pp. 55-60.
    • (1983) , pp. 55-60
    • Takagi, T.1    Sugeno, M.2
  • 39
    • 79959478858 scopus 로고    scopus 로고
    • A Neurofuzzy Methodology for Predictive Modeling
    • Ph.D. Thesis, Univ. of Bari, November
    • G. Castellano, A Neurofuzzy Methodology for Predictive Modeling, Ph.D. Thesis, Univ. of Bari, November, 2000.
    • (2000)
    • Castellano, G.1
  • 40
    • 0000091229 scopus 로고    scopus 로고
    • Now comes the time to defuzzify neuro-fuzzy models
    • ISSN 0165-0114, doi:
    • Bersini H., Bontempi G. Now comes the time to defuzzify neuro-fuzzy models. Fuzzy Sets Syst. 1997, 90(2):161-169. ISSN 0165-0114, doi:http://dx.doi.org/10.1016/S0165-0114(97)00082-1.
    • (1997) Fuzzy Sets Syst. , vol.90 , Issue.2 , pp. 161-169
    • Bersini, H.1    Bontempi, G.2
  • 41
    • 34250641637 scopus 로고    scopus 로고
    • International Affective Picture System (IAPS): Affective Ratings of Pictures and Instruction Manual
    • Technical Report A-6, University of Florida
    • P. Lang, M. Bradley, B. Cuthbert, International Affective Picture System (IAPS): Affective Ratings of Pictures and Instruction Manual, Technical Report A-6, University of Florida, 2005.
    • (2005)
    • Lang, P.1    Bradley, M.2    Cuthbert, B.3


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