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Multivariate analysis for the Imaging of Neuronal activity using Deep architectureS

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Publications

Towards end-to-end optimisation of functional image analysis pipelines.

Author(s): Albert Vilamala, Kristoffer H. Madsen, Lars K. Hansen
Published in: 2016

Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring

Author(s): Albert Vilamala, Kristoffer H. Madsen, Lars K. Hansen
Published in: 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP), 2017, Page(s) 1-6
DOI: 10.1109/MLSP.2017.8168133

Adaptive smoothing in fMRI data processing neural networks

Author(s): Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Published in: 2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2017, Page(s) 1-4
DOI: 10.1109/PRNI.2017.7981499

EEG Biofeedback for Relaxation using Deep Neural Networks.

Author(s): Albert Vilamala, Kristoffer H. Madsen, Lars K. Hansen
Published in: 2017