Advanced Electroencephalography Analytical Methods : Fundamentals, Acquisition, and Applications (Hardcover)

1. Diagnostic applications of EEG signal patterns in Neuroscience.? 2. Deep Learning Techniques for Automatic Sleep Pattern Identification and Disorder Evaluation using EEG Signals.? 3. Recent Trends in EEG-Based MI and SSVEP Brain-Computer Interface Applications - A Review.? 4. Recent Trends in EEG-Based P300, Neuromarketing and E-sports Brain-Computer Interface Applications - A Review.? 5. Significance of Fourier Transform for Epileptic EEG Signals Analysis.? 6. Alternative treatment with nonperiodic acoustic stimulation for pharmacoresistant epileptic patients: an exploratory study.? 7. Artifacts removal in Electroencephalogram (EEG) signals.? 8. Multi-channel and multi-label decision-making system (MCL-DMS) for sleep stage and sleep disorder recognition from EEG signals.? 9. Analyzing and Decoding Natural Reach & Grasp Action Using Convolutional Neural Network.? 10. Classification of motor imagery EEG signals based on sparse representations of Empirical Mode Decomposition features.? 11. Prediction of Onset of Seizures from EEG signals using ML Techniques.??