Generating Learning Curves from State-Spaced Modeling What is the best way to generate a learning curve from experimental data? Using a state-space modeling frame work to estimate learning from binary (response data) and continuous (reaction time) data.
	Unsupervised Anomaly Detection – Network Intrusion Detection A machine learning method to detect network hackers. Utilizing a cluster-optimized k-nearest neighbor algorithm to perform unsupervised anomaly detection on network intrusion data
	Neuroscience and Music Studying neural differences between musicians and non-musicians. Moving towards the exploration of the correlation of EEG gamma-band synchronization with musical acuity and perceptual binding.
	Brain Computer Interfaces Using machine learning and pattern recognition techniques to create a mentally controlled computer interface based upon human brain data
	Analytic Synthesis – Genetic Algorithms A process using Genetic Algorithms to create new objects or systems from preexisting entities