ANN Classification for the Analysis of 3D EEG Data in BBI

In this paper, the Artificial Neural Network (ANN) algorithm is used for classifying the 3D EEG PSD in brain balanced index (BBI) is presented. The EEG signal recording was conducted on 96 healthy subjects. Development of 3D EEG models involves pre-processing of raw EEG signals and construction of spectrogram images. The maximum PSD values were extracted as features from the model. There are three indexes for balanced brain; index1, index2,...