Search Results for author: José del R. Millán

Found 3 papers, 1 papers with code

Applying Transfer Learning To Deep Learned Models For EEG Analysis

no code implementations2 Jul 2019 Axel Uran, Coert van Gemeren, Rosanne van Diepen, Ricardo Chavarriaga, José del R. Millán

Inspired by its application in computer vision, we introduce transfer learning on electrophysiological data to enable training a model with limited amounts of data.

EEG Electroencephalogram (EEG) +2

Context-aware learning for generative models

no code implementations29 Jul 2015 Serafeim Perdikis, Robert Leeb, Ricardo Chavarriaga, José del R. Millán

Importantly, we exemplify the natural extension of this methodology to any type of generative model by deriving an equivalent context-aware algorithm for variational autoencoders (VAs), thus broadening the spectrum of applicability to unsupervised deep learning with artificial neural networks.

General Classification

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