DOI: 10.1016/s0304-3940(97)00232-2. Non-linear analysis of emotion EEG: calculation of Kolmogorov entropy and the principal Lyapunov exponent

Non-linear analysis of emotion EEG: calculation of Kolmogorov entropy and the principal Lyapunov exponent

10.1016/s0304-3940(97)00232-2

Crossref journal-article

Elsevier BV

Neuroscience Letters (78)

Bibliography

Aftanas, L. I., Lotova, N. V., Koshkarov, V. I., Pokrovskaja, V. L., Popov, S. A., & Makhnev, V. P. (1997). Non-linear analysis of emotion EEG: calculation of Kolmogorov entropy and the principal Lyapunov exponent. Neuroscience Letters, 226(1), 13â16.

Authors 6

Ljubomir I Aftanas (first)
Natalia V Lotova (additional)
Vladimir I Koshkarov (additional)
Vera L Pokrovskaja (additional)
Serguei A Popov (additional)
Victor P Makhnev (additional)

References 18 Referenced 50

Aftanas, L.I., Inducing emotion-feeling states by video material. Unpublished annual report, Theme 008, Institute of physiology SB RAMS, Novosibirsk, 1996.
10.1016/0167-8760(84)90015-1 / Int. J. Psychophysiol. / Dimensional analysis of human EEG during experimental affective experience by Aftanas (1994)
{'key': '10.1016/S0304-3940(97)00232-2_BIB3', 'first-page': '49', 'article-title': 'Dimensional analysis of human EEG and anxiety coping styles', 'volume': '10', 'author': 'Aftanas', 'year': '1996', 'journal-title': 'J. Psychophysiol.'} / J. Psychophysiol. / Dimensional analysis of human EEG and anxiety coping styles by Aftanas (1996)
Aftanas, L.I., Lotova, N.V., Koshkarov, V.I., Pokrovskaja, V.L. and Makhnev, V.P., Dynamic complexity of emotionally influenced human EEG, (1997) Int. J. Psychophysiol., (1997) submitted.
Birbaumer, N., Lutzenberger, W., Elbert, T., Flor, H. and Rockstroh, B., Imagery and brain processes. In N. Birbaumer and A. Ohman (Eds.), The Structure of Emotion, Hogrefe and Huber, Toronto, 1993, pp. 122–138.
10.1016/S0167-8760(96)00067-0 / Int. J. Psychophysiol. / Self-generated happy and sad emotions in low and highly hypnotizable persons during waking and hypnosis: laterality and regional EEG activity differences by Crawford (1996)
10.1037/0022-3514.58.2.330 / Int. J. Person. Soc. Psychol. / Approach-withdrawal and cerebral asymmetry: emotional expression and brain physiology by Davidson (1990)
{'key': '10.1016/S0304-3940(97)00232-2_BIB8', 'first-page': '1', 'article-title': 'Chaos and physiology: deterministic chaos in excitable cell assemblies', 'volume': '74', 'author': 'Elbert', 'year': '1994', 'journal-title': 'Phys. Rev.'} / Phys. Rev. / Chaos and physiology: deterministic chaos in excitable cell assemblies by Elbert (1994)
10.1016/0013-4694(96)95636-9 / Electroenceph. clin. Neurophysiol. / Discrimination of sleep stages: a comparison between spectral and nonlinear EEG measures by Fell (1996)
Gasser, T, Sroka, L and Mocks, J., The transfer of EOG activity into the EEG for eyes open and closed, Electroenceph. clin. Neurophysiol., 61 (1985) 181–193. (10.1016/0013-4694(85)91058-2)
10.1016/0167-2789(83)90298-1 / Physica D / Measuring the strangeness of strange attractors by Grassberger (1983)
10.1007/BF00201482 / Biol. Cybern. / Fractal dimension of electroencephalographic time series and underlying brain processes by Lutzenberger (1995)
10.1016/0304-3940(95)12036-4 / Neurosci. Lett. / Do schizophrenics differentiate between perception and imagination? An EEG study using dimensional analysis by Lutzenberger (1995)
{'key': '10.1016/S0304-3940(97)00232-2_BIB14', 'first-page': '53', 'article-title': 'Non-linear dynamical analysis of the EEG in task and individual differences', 'volume': '30', 'author': 'Ray', 'year': '1993', 'journal-title': 'Psychophysiology'} / Psychophysiology / Non-linear dynamical analysis of the EEG in task and individual differences by Ray (1993)
10.1016/0165-1781(95)02562-B / Psychiatr. Res. / Non-linear analysis of sleep EEG data in schizophrenia: calculation of the principal Lyapunov exponent by Roschke (1995)
10.1016/0167-2789(93)90009-P / Physica D / A practical method for calculating largest Lyapunov exponents from small data sets by Rosenstein (1993)
10.1103/PhysRevE.49.126 / Phys. Rev. E / Maximum-likelihood estimation of the entropy of an attractor by Schouten (1994)
10.1016/0013-4694(96)95638-2 / Electroenceph. clin. Neurophysiol. / Use of non-linear EEG measures to characterize EEG changes during mental activity by Stam (1996)

Dates

Type	When
Created	23 years, 1 month ago (July 25, 2002, 2:58 p.m.)
Deposited	6 years, 4 months ago (April 18, 2019, 7:50 a.m.)
Indexed	2 months, 2 weeks ago (June 21, 2025, 12:09 a.m.)
Issued	28 years, 5 months ago (April 1, 1997)
Published	28 years, 5 months ago (April 1, 1997)
Published Print	28 years, 5 months ago (April 1, 1997)

Funders 0

None

BibTeX

@article{Aftanas_1997, title={Non-linear analysis of emotion EEG: calculation of Kolmogorov entropy and the principal Lyapunov exponent}, volume={226}, ISSN={0304-3940}, url={http://dx.doi.org/10.1016/s0304-3940(97)00232-2}, DOI={10.1016/s0304-3940(97)00232-2}, number={1}, journal={Neuroscience Letters}, publisher={Elsevier BV}, author={Aftanas, Ljubomir I and Lotova, Natalia V and Koshkarov, Vladimir I and Pokrovskaja, Vera L and Popov, Serguei A and Makhnev, Victor P}, year={1997}, month=apr, pages={13–16} }

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