Program - International Workshop on Machine Learning Approaches

Program - International Workshop on Machine Learning Approaches

1st International Workshop on Machine Learning for
Understanding the Brain
MLUB 2016
METU - ANKARA
June 28-29, 2016
Program
Program
Tuesday, June 28, 2016
Place: KKM-D
09:00-09:30
Registration
09:30-10:30
Keynote talk
Data-Driven Analysis and Fusion of Medical Imaging Data
Dr. Tulay Adali (University of Maryland, Baltimore County)
10:30-11:00
Coffee break
Session 1, Chair: Dr. Uğur Halıcı
11:00-11:30
Identification of seizure onset zone using automatic high-frequency
oscillation detection in human intracranial EEG
Su Liu, Zhiyi Sha, Altay Sencer, Aydin Aydoseli, Nerse Bebek, Aviva Abosch,
Thomas Henry, Candan Gurses and Nuri Ince
11:30-12:00
Resting-State EEG Correlates of Motor Learning Performance in a ForceField Adaptation Task
Ozan Ozdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz
Grosse-Wentrup and Mujdat Cetin
-------------- Lunch break ---------------
Session 2, Chair: Dr. İlkay Ulusoy
13:30-14:15
Invited talk
Past, Present and Future of MVPA
Ali Khatibi (Bilkent University)
14:15-14:45
Classification of Motor Task Execution Speed from EEG Data
Sezen Gunay, Elif Hocaoglu, Volkan Patoglu and Mujdat Cetin
14:45-15:15
Disjunctive Normal Unsupervised LDA for P300-based Brain-Computer
Interfaces
Majed Elwardy, Tolga Tasdizen and Mujdat Cetin
Wednesday, June 29, 2016
Place: KKM-D
09:00-10:00
Keynote talk
Hierarchical functional networks supporting three-dimensional object
vision and grasping
Dr. Peter Janssen (KU Leuven)
10:00-10:30
Coffee break
Session 3, Chair: Dr. Tolga Cukur
10:30-11:00
Effect of Voxel Selection on Temporal Mesh Model for Brain Decoding
Arman Afrasiyabi, Itir Onal and Fatos T. Yarman Vural
11:00-11:30
Decoding Cognitive States Using the Bag of Words Model on fMRI Time
Series
Güneş Sucu, Emre Akbaş, İlke Öztekin, Eda Mızrak and Fatoş T. Yarman Vural
-------------- Lunch break ---------------
Session 4, Chair: Dr. Sinan Kalkan
13:30-14:15
Invited Talk
Inferring Cortical Representations of Natural Stimuli using Voxel-Wise
Encoding and Decoding
Dr. Tolga Cukur (Bilkent University)
14:15-14:45
A Robust Normalization Method for fMRI Data for Brain Decoding
Ozan Yıldız, Fethiye Irmak Doğan, İlke Öztekin, Eda Mızrak and Fatoş T.
Yarman Vural