EEG Classification of Emotions using Emotion-Specific Brain Functional Network
Gonuguntla, Venkateswarlu ; Shafiq, Ghufran ; Wang, Yubo ; Veluvolu, Kalyana C.
Connectivity measurements , Biomedical signal classification , Time-frequency analysis of biosignals
The brain functional network perspective forms the basis to relate mechanisms of brain functions. This work analyzes the network mechanisms…
Spatial Filter and Feature Selection Optimization based on EA for Multi-Channel EEG
Wang, Yubo ; Mohanarangam, Krithikaa ; Mallipeddi, Rammohan ; Veluvolu, Kalyana C.
The EEG signals employed for BCI systems are generally band-limited. The band-limited multiple Fourier linear combiner (BMFLC) with Kalman filter…