Research on subliminal visual messages based on EEG signal and convolutional neural network

Zhiming Chen; Yanshan Tan; Zhuo Zhang; Ming Li

doi:10.1051/matecconf/202133605014

All issues

Volume 336 (2021)

MATEC Web Conf., 336 (2021) 05014

References

Open Access

Issue		MATEC Web Conf. Volume 336, 2021 2020 2^nd International Conference on Computer Science Communication and Network Security (CSCNS2020)


Article Number		05014
Number of page(s)		6
Section		Computer Science and System Design
DOI		https://doi.org/10.1051/matecconf/202133605014
Published online		15 February 2021

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S.J. Brooks, V. Savov, E. Allzen, et al, Exposure to subliminal arousing stimuli induces robust activation in the amygdala, hippocampus, anterior cingulate, insular cortex and primary visual cortex: a systematic meta-analysis of fMRI studies[J]. NeuroImage, 59(3):2962-2973(2012) [Google Scholar]
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[1] J.M. Hilton, Subliminal Messages in Films and Their Potential Effects on Extra Sensory Perception (ESP)[D]. University of Florida(2006) [Google Scholar]

[2] A. Dijksterhuis, H. Aarts, P. Smith, The power of the subliminal: On subliminal persuasion and other potential applications[J]. The new unconscious, 7(8):77-106(2005) [Google Scholar]

[3] D. Hawkins, The effects of subliminal stimulation on drive level and brand preference [J]. J Mark Res, 7:322~326(1970) [Google Scholar]

[4] E.J. Strahan, S.J. Spencer, M.P. Zanna, Subliminal priming and persuasion: Striking while the iron is hot[J]. J Exp Soc Psychol, 38(5):562~568(2002) [Google Scholar]

[5] E.J. Strahan, S.J. Spencer, M.P. Zanna, Subliminal priming and persuasion: How motivation affects the activation of goals and the persuasiveness of messages[J]. Applying social cognition to consumer-focused strategy, 267-280(2005) [Google Scholar]

[6] H. Aarts, Health and goal-directed behavior: The nonconscious regulation and motivation of goals and their pursuit[J]. Health Psychol Rev, 1(1):53-82(2007) [Google Scholar]

[7] T.E. Moore, Subliminal advertising: What you see is what you get[J]. J Marketing, 46(2): 38-47(1982) [Google Scholar]

[8] S.J. Brooks, V. Savov, E. Allzen, et al, Exposure to subliminal arousing stimuli induces robust activation in the amygdala, hippocampus, anterior cingulate, insular cortex and primary visual cortex: a systematic meta-analysis of fMRI studies[J]. NeuroImage, 59(3):2962-2973(2012) [Google Scholar]

[9] Y. LeCun, B. Boser, J.S. Denker, et al, Backpropagation applied to handwritten zip code recognition[J]. Neural Comput, 1(4): 541-551(1989) [Google Scholar]

[10] A. Krizhevsky, I. Sutskever, G.E. Hinton, Imagenet classification with deep convolutional neural networks[J]. Advances in neural information processing systems, 1097-1105(2012) [Google Scholar]

[11] N. Srivastava, G. Hinton, A. Krizhevsky, et al, Dropout: a simple way to prevent neural networks from overfitting[J]. J Mach Learn Res, 15(1): 1929-1958(2014) [Google Scholar]