|Digital Signal Processing of Spatio-Temporal Electroencephalogram (EEG) Patterns
Associated With Voluntary Motion Preparation
Command Verification and Identification:
Index Finger Single Trail:
Toe Single Trail:
Dynamic classifiers such as the Time Delay Neural Network
(TDNN) and the Gamma Neural Network have been used to classify toe and finger
patterns. Their performance was examined in terms of their Receiver Operating
Characteristics (ROC) Curves.
Two observations were made through our experiments:
1). The longer the delay line in the network the better the
2). The Gamma neural network worked better for our purposes.
Preliminary Results: Mu detection
Preliminary Results: Readiness Potentials Classification