TH3.PA2: Machine and Deep Learning Applications in Neuroscience
Thu, 29 Aug, 16:10 - 17:50 France Time (UTC +1)
Location: Poster Area 2
Session Type: Poster
Session Co-Chairs: Aydin Akan, Izmir University of Economics and Devrim Unay, İzmir Demokrasi Üniversitesi and Ali Özgür Argunsah, University of Zurich and Ozlem Karabiber Cura, Izmir University of Economics
Track: Special Sessions

TH3.PA2.2: PHYSICS-INFORMED AND UNSUPERVISED RIEMANNIAN DOMAIN ADAPTATION FOR MACHINE LEARNING ON HETEROGENEOUS EEG DATASETS
Apolline Mellot, Antoine Collas, University Paris-Saclay, Inria, CEA, France; Sylvain Chevallier, TAU Inria, LISN-CNRS, University Paris-Saclay, France; Denis Engemann, Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center Basel, F. Hoffmann–La Roche Ltd., Switzerland; Alexandre Gramfort, University Paris-Saclay, Inria, CEA, France

TH3.PA2.3: EFFICIENT PATIENT FINE-TUNED SEIZURE DETECTION WITH A TENSOR KERNEL MACHINE
Seline de Rooij, Frederiek Wesel, Borbála Hunyadi, Delft University of Technology, Netherlands

TH3.PA2.4: ALZHEIMER'S DEMENTIA DETECTION: AN OPTIMIZED APPROACH USING ITD OF EEG SIGNALS
Sena Yagmur Sen, Aydin Akan, Izmir University of Economics, Turkey; Ozlem Karabiber Cura, Izmir Katip Celebi University, Turkey

TH3.PA2.5: COMBINING EUCLIDEAN ALIGNMENT AND DATA AUGMENTATION FOR BCI DECODING
Gustavo Rodrigues, University of São Paulo (USP), Brazil; Bruno Aristimunha, Sylvain Chevallier, Université Paris-Saclay, Inria TAU team, LISN-CNRS, France, France; Raphael de Camargo, Federal University of ABC (UFABC), France

TH3.PA2.6: EXAMINING TONGUE MOVEMENT INTENTIONS IN EEG WITH MACHINE AND DEEP LEARNING: AN APPROACH FOR DYSPHAGIA REHABILITATION
Sevgi Gokce, Abdullah Gül University, Turkey; Bulent Yilmaz, Gulf University for Science and Technology, Kuwait

TH3.PA2.7: DEEP LEARNING FOR AUTOMATED ISCHEMIC STROKE LESION SEGMENTATION FROM MULTI-SPECTRAL MRI
Dilan Dogru, Mehmet Akif Ozdemir, Onan Guren, Izmir Katip Celebi University, Turkey

TH3.PA2.8: DETECTION OF ALZHEIMER’S DEMENTIA BY USING EEG FEATURE MAPS AND DEEP LEARNING
Sude Pehlivan Akbugday, Ozlem Karabiber Cura, Burak Akbugday, Aydin Akan, Izmir University of Economics, Turkey