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10/07/2022
CommsVAE: Learning the brain's macroscale communication dynamics using coupled sequential VAEs
Communication within or between complex systems is commonplace in the na...
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06/13/2022
Geometrically Guided Integrated Gradients
Interpretability methods for deep neural networks mainly focus on the se...
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05/26/2022
Spatio-temporally separable non-linear latent factor learning: an application to somatomotor cortex fMRI data
Functional magnetic resonance imaging (fMRI) data contain complex spatio...
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05/03/2021
Fusing multimodal neuroimaging data with a variational autoencoder
Neuroimaging studies often involve the collection of multiple data modal...
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07/29/2020