BIO-L.3: Neural Signal Processing and BCI Systems |
| Symposium: Advanced Bio-Signal Processing and Machine Learning for Medical Cyber-Physical Systems |
| Session Type: Lecture |
| Time: Tuesday, November 27, 15:50 - 17:20 |
| Location: Magic Kingdom Ballroom 1 |
| Session Chair: Farokh Atashzar, University of Western Ontario |
| 15:50 - 16:08 |
| BIO-L.3.1: CHARACTERIZING UNOBSERVED FACTORS DRIVING LOCAL FIELD POTENTIAL DYNAMICS UNDERLYING A TIME-VARYING SPIKE GENERATION |
| Kaiser Niknam; University of Utah |
| Amir Akbarian; University of Utah |
| Behrad Noudoost; University of Utah |
| Neda Nategh; University of Utah |
| 16:08 - 16:26 |
| BIO-L.3.2: A GENERALIZABLE MODEL FOR SEIZURE PREDICTION BASED ON DEEP LEARNING USING CNN-LSTM ARCHITECTURE |
| Mohamad Shahbazi; Sharif University of Technology |
| Hamid Aghajan; Sharif University of Technology |
| 16:26 - 16:44 |
| BIO-L.3.3: A COMPARATIVE STUDY OF FEATURES AND CLASSIFIERS IN SINGLE-CHANNEL EEG-BASED MOTOR IMAGERY BCI |
| Suguru Kanoga; National Institute of Advanced Industrial Science and Technology (AIST) |
| Atsunori Kanemura; National Institute of Advanced Industrial Science and Technology (AIST) |
| Hideki Asoh; National Institute of Advanced Industrial Science and Technology (AIST) |
| 16:44 - 17:02 |
| BIO-L.3.4: IMPROVING THE PERFORMANCE OF MOTOR IMAGERY EEG-BASED BCIS VIA AN ADAPTIVE EPOCH TRIMMING MECHANISM |
| Golnar Kalantar; Concordia University |
| Mahsa Mirgholami; Concordia University |
| Amir Asif; Concordia University |
| Arash Mohammadi; Concordia University |
| 17:02 - 17:20 |
| BIO-L.3.5: POLARITY INVARIANT TRANSFORMATION FOR EEG MICROSTATES ANALYSIS |
| Obada Al Zoubi; The University of Oklahoma |
| Ahmad Mayeli; The University of Oklahoma |
| Vadim Zotev; Laureate Institute for Brain Research |
| Hazem Refai; Laureate Institute for Brain Research |
| Martin Paulus; Laureate Institute for Brain Research |
| Jerzy Bodurka; Laureate Institute for Brain Research |
