Research Interest

Research Areas

1.  Neuroscience
2. Biological Signals Analysis and Quantification
3. Brain Dynamics and Diseases (autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD), Alzheimer’s Disease, Brain Tumor)
4. Cancer Detection
5. Epileptic Seizure Detection
6. Heart rate and heart rate variability dynamics
7. Electroencephalographic (EEG) Signals during Resting State
8. Emotion and Speech Recognition in Human Speech
9. Load Forecasting and Prediction
10. Brain Tumor Detection

Techniques

1. Nonlinear Dynamical Measures
2.  Information theoretic approaches
3.  Image Processing and segmentation approaches
4. Complexity based techniques
5. Machine Learning techniques including classification, regression and prediction
6. Neural Networks techniques
7. Coherence using wavelet phase
8. Coupling (Cross frequency coupling)
9. Deep ML, Data Mining and Neural Networks