1. Brain State Modeling from EEG data through Machine Learning
Caleb Ji
EEG headsets measure the electrical activity in your brain.

2. Applications of EEG Detection/diagnosis of disease
Control of prosthetics/exoskeletons
Meditation
Mind control/world domination

3. So here we have…
We’re trying to map different combinations of these waves to different brain states

4. Machine Learning Algorithms, Parallel R
Calls C for OpenMP
Rmpi – MPI Wrapper
CUDA
Boosting
Random Forests
Neural Networks
Supervised algorithms
Boosting: combining learning algorithms
Random forests: ton of decision trees
Neural networks: literally brain modeling