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Titlebook: Brain Informatics; 16th International C Feng Liu,Yu Zhang,Hongjun Wang Conference proceedings 2023 The Editor(s) (if applicable) and The Au

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Fusing Structural and Functional Connectivities Using Disentangled VAE for Detecting MCIormal connections. Due to the complementary information from multiple modal neuroimages, multimodal fusion technology has a lot of potential for improving prediction performance. However, effective fusion of multimodal medical images to achieve complementarity is still a challenging problem. In this
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A Model of the Contribution of Interneuron Diversity to Recurrent Network Oscillation Generation andn focused on describing the encoding of information about external sensory stimuli carried by feed-forward inputs in a two-population circuit configuration that includes excitatory cells and fast-spiking interneurons. Here we extend these models to explore the contribution of different classes of co
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Fusing Simultaneously Acquired EEG and fMRI via Hierarchical Deep Transcodingesses in terms of spatial and temporal resolution. In this study, we propose a hierarchical deep transcoding model for fusing simultaneous EEG-fMRI data to recover a high spatiotemporal resolution latent neural source space. The model utilizes a cyclic Convolutional Neural Network (CNN) architecture
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Decoding Emotion Dimensions Arousal and Valence Elicited on EEG Responses to Videos and Images: A Coanikin (SAM) when subjects were exposed to videos or images. The classification is performed on electroencephalographic (EEG) signals from the DEAP public dataset, and a dataset collected at the University of Tsukuba, Japan. The experiments were defined to classify low versus high arousal/valence us
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