The workshop welcomes original contributions in the area of pattern recognition methods for brain engineering using relevant modalities (e.g. functional/structural MRI, EEG, ECoG, MEG) including the following areas:

Data representation
Voxel / channel / feature selection
Linear and non-linear dimensionality reduction
Sparse time-course representations
Interpretability and validation

High-dimensional learning
Regularisation
Transfer learning
Multimodal / ensemble classification
Incremental / online learning and adaptation

Applications
Cognitive, affective, and social neurosciences
Man-machine interfaces
Clinical applications