EEG Classification of Emotions using Emotion-Specific Brain Functional Network

Gonuguntla, Venkateswarlu ;   Shafiq, Ghufran ;   Wang, Yubo ;   Veluvolu, Kalyana C.

Tags Connectivity measurementsBiomedical signal classificationTime-frequency analysis of biosignals

The brain functional network perspective forms the basis to relate mechanisms of brain functions. This work analyzes the network mechanisms…

Read More Download this Paper

Spatial Filter and Feature Selection Optimization based on EA for Multi-Channel EEG

Wang, Yubo ;   Mohanarangam, Krithikaa ;   Mallipeddi, Rammohan ;   Veluvolu, Kalyana C.

Tags Brain-computer/machine interface

The EEG signals employed for BCI systems are generally band-limited. The band-limited multiple Fourier linear combiner (BMFLC) with Kalman filter…

Read More Download this Paper