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Manifold-regression to predict from MEG/EEG brain signals without source modeling

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Academic year: 2021

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Figure 1: Tangent Space, exponential and logarithm on Riemannian manifold illustration.
Figure 2: Proposed regression pipeline. The considered choices for each sequential step are detailed below each box
Figure 3: Illustration of Prop.2. Data is generated following the generative model with f = log.
Figure 4: Age prediction on Cam-CAN MEG dataset for different methods,  or-dered by out-of-sample MAE
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