Current Projects

The CSU Brain-Computer Interfaces Laboratory is currently working on a number of interesting projects related to all facets of BCI and EEG analysis.  Below is a list of these projects orginaized by topic.

Classification

• Mental Task Classification using Time-Delay Embedding and Sequential Evidence Accumulation
• Mental Task Classification by Forecasting with Recurrent Neural Networks
• Mental Task Classification using Probabilistic Latent Sequential Motifs
• P300 Classification using Linear Discriminant Analysis with Shrinkage Regularization

Artifact Removal and Filtering

• Removal of Artifacts in EEG using Maximum Signal Fraction

Feature Selection

• Principal Angles

User Interfaces

• Control of a Mobile Robot using a Serial P300 Speller

Evaluation in Real-World Environments

• Comparison of EEG Systems for use with BCI in Real-World Environments by users with Motor Impairments
• Evaluation of g.tec's g.SAHARAsys Dry Electrode System