Effect of brightness of visual stimuli on EEG signals

被引:26
作者
Eroglu, Kubra [1 ]
Kayikcioglu, Temel [2 ]
Osman, Onur [1 ]
机构
[1] Istanbul Arel Univ, Dept Elect Elect Engn, Istanbul, Turkey
[2] Karadeniz Tech Univ, Dept Elect Elect Engn, Trabzon, Turkey
关键词
EEG; Luminance; Brightness; IAPS; STFT; Feature extraction; Visual processing; Emotion; EVENT-RELATED SYNCHRONIZATION; AFFECTIVE PICTURES; BETA OSCILLATIONS; EMOTIONAL AROUSAL; RESPONSES; VALENCE; PERCEPTION; DYNAMICS; POTENTIALS; ATTENTION;
D O I
10.1016/j.bbr.2020.112486
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
The aim of this study was to examine brightness effect, which is the perceptual property of visual stimuli, on brain responses obtained during visual processing of these stimuli. For this purpose, brain responses of the brain to changes in brightness were explored comparatively using different emotional images (pleasant, unpleasant and neutral) with different luminance levels. In the study, electroencephalography recordings from 12 different electrode sites of 31 healthy participants were used. The power spectra obtained from the analysis of the recordings using short time Fourier transform were analyzed, and a statistical analysis was performed on features extracted from these power spectra. Statistical findings were compared with those obtained from behavioral data. The results showed that the brightness of visual stimuli affected the power of brain responses depending on frequency, time and location. According to the statistically verified findings, the increase in the brightness of pleasant and neutral images increased the average power of responses in the parietal and occipital regions whereas the increase in the brightness of unpleasant images decreased the average power of responses in these regions. Moreover, the statistical results obtained for unpleasant images were found to be in accordance with the behavioral data. The results revealed that the brightness of visual stimuli could be represented by changing the activity power of the brain cortex. The findings emphasized that the brightness of visual stimuli should be viewed as an important parameter in studies using emotional image techniques such as image classification, emotion evaluation and neuro-marketing.
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页数:16
相关论文
共 67 条
  • [21] A review of brain oscillations in perception of faces and emotional pictures
    Guntekin, Bahar
    Basar, Erol
    [J]. NEUROPSYCHOLOGIA, 2014, 58 (01) : 33 - 51
  • [22] Beta oscillatory responses in healthy subjects and subjects with mild cognitive impairment
    Guntekin, Bahar
    Emek-Savas, Derya Durusu
    Kurt, Pinar
    Yener, Gorsev Gulmen
    Basar, Erol
    [J]. NEUROIMAGE-CLINICAL, 2013, 3 : 39 - 46
  • [23] Event-related beta oscillations are affected by emotional eliciting stimuli
    Guntekin, Bahar
    Basar, Erol
    [J]. NEUROSCIENCE LETTERS, 2010, 483 (03) : 173 - 178
  • [24] A new interpretation of P300 responses upon analysis of coherences
    Guntekin, Bahar
    Basar, Erol
    [J]. COGNITIVE NEURODYNAMICS, 2010, 4 (02) : 107 - 118
  • [25] THE EFFECT OF TEMPORAL FREQUENCY VARIATION ON THRESHOLD CONTRAST SENSITIVITY DEFICITS IN OPTIC NEURITIS
    HESS, RF
    PLANT, GT
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1983, 46 (04) : 322 - 330
  • [26] Time course of brain activation elicited by basic emotions
    Hot, Pascal
    Sequeira, Henrique
    [J]. NEUROREPORT, 2013, 24 (16) : 898 - 902
  • [27] How Do Price and Quantity Promotions Affect Hedonic Purchases? An ERPs Study
    Jing, Kunpeng
    Mei, Yupeng
    Song, Zhijie
    Wang, Hao
    Shi, Rui
    [J]. FRONTIERS IN NEUROSCIENCE, 2019, 13
  • [28] LUMINANCE AND SPATIAL ATTENTION EFFECTS ON EARLY VISUAL PROCESSING
    JOHANNES, S
    MUNTE, TF
    HEINZE, HJ
    MANGUN, GR
    [J]. COGNITIVE BRAIN RESEARCH, 1995, 2 (03): : 189 - 205
  • [29] Kehtarnavaz N, 2008, DIGITAL SIGNAL PROCESSING SYSTEM DESIGN: LABVIEW-BASED HYBRID PROGRAMMING, 2ND EDITION, P175
  • [30] Adaptation in human visual cortex as a mechanism for rapid discrimination of aversive stimuli
    Keil, Andreas
    Stolarova, Margarita
    Moratti, Stephan
    Ray, William J.
    [J]. NEUROIMAGE, 2007, 36 (02) : 472 - 479