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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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Harneshing the Potential of EEG in Neuromarketing with Deep Learning and Riemannian Geometrye sample covariance is used as an estimator of the ‘quasi-instantaneous’, brain activation pattern and derived from the multichannel signal recorded while the subject is gazing at a given product. Pattern derivation is followed by proper re-alignment to reduce covariate shift (inter-subject variabil
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Measuring Stimulus-Related Redundant and Synergistic Functional Connectivity with Single Cell Resolu of redundant and synergystic information carried by these neurons about auditory stimuli. Our findings revealed that functionally connected pairs carry proportionally more redundancy and less synergy than unconnected pairs, suggesting that their functional connectivity is primarily redundant in nat
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Decoding Emotion Dimensions Arousal and Valence Elicited on EEG Responses to Videos and Images: A Co classification. The obtained difference was confirmed by testing the experiments using a method based on the Discrete Wavelet Transform (DWT) for feature extraction and classification using random forest. Using image-based stimulation may help to better understand low and high arousal/valence when
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Investigating the Generative Dynamics of Energy-Based Neural Networkses can be increased by initiating top-down sampling from chimera states, which encode high-level visual features of multiple digit classes. We also find that the model is not capable of transitioning between all possible digit states within a single generation trajectory, suggesting that the top-dow
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Effects of EEG Electrode Numbers on Deep Learning-Based Source Imagingventional ESI methods in computer simulations. Our findings suggest that DeepSIF can provide accurate estimations of the source location and extent across various numbers of channels and noise levels, outperforming conventional methods, which indicates its merits for wide applications of ESI, especi
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Dyslexia Data Consortium Repository: A Data Sharing and Delivery Platform for Researchdevelopment, replicate research findings, apply new methods, and educate the next generation of researchers. The overarching goal of this platform is to advance our understanding of a disorder that has significant academic, social, and economic impacts on children, their families, and society.
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