Our research is exploring a number of data analysis and machine learning problems in brain imaging, including:
- Classifying cognitive processes based on fMRI images: How can we use statistical machine learning methods to classify the hidden cognitive process of a human subject, based on their observed fMRI data? See our publications page for a number of papers on this topic.
- Hidden Process Models
: Development of a new probabilistic model for time series analysis, designed to meet the needs of fMRI data analysis.