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 |