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In this paper, we propose a new framework to analyze the temporal dynamics of the emotional stimuli. For this framework, both electroencephalography signal and visual information are of great importance. The fusion of visual information with brain signals allows us to capture the users' emotional state. Thus we adopt previously proposed fuzzy-GIST as emotional feature to summarize the emotional feedback. In order to model the dynamics of the emotional stimuli sequence, we develop a recurrentdoi:10.1007/s11571-012-9216-y pmid:24427190 pmcid:PMC3538097 fatcat:e7d3oysezbfx7aokt4v6447bti