Machine Learning for BCI

5:00pm CET, 11:00am EST, 8:00am PST, 12:00am CST Presented by Christian Herff, Maastricht University Recorded brain activity displays complex non-linear dynamics and is highly participant and even session dependent. Furthermore, the signals often display many...

EEG Analysis

1:00am CEST, 7:00pm EST, 4:00pm PST Presented by Jason Palmer, Osaks University Introduction to EEG Analysis for BCI We introduce the theory and practice of analyzing EEG data for BCI applications. We discuss the origin of the EEG signal and recording methods. We also...

WS 4: Biomimetic approaches to restore somatosensation

3:00pm CET, 9:00am EST, 6:00am PST, 1:00am AEDT, 10:00pm CST Registration deadline: April 1 Presenters Robert Gaunt, University of Pittsburgh Sliman Bensmaia, University of Chicago Warren Grill, Duke University Silvestro Micera, Scuola Superiore SantAnna, EPFL Emily...

Adaptive BCI invasive

6:00pm (CEST)/12:00pm (EST)/9:00am (PST) Presented by Amy Orsborn, University of Washington Design considerations for closed-loop decoder adaptation algorithms in invasive BCIs Closed-loop decoder adaptation (CLDA) is a powerful technique in invasive brain-computer...

WS 5: Open-source Python tools for BCIs

4:00pm CET, 10:00am EST, 7:00am PST, 2:00am AEDT, 11:00pm CST Registration deadline: April 15 Presenters Pierre Clisson, Mindify Sylvain Chevallier, LISV, University of Versailles Marco Congedo, GIPSA-lab, CNRS, University of Grenoble Alpes Raphaëlle Bertrand-Lalo,...

Adaptive BCI non-invasive

6:00pm (CEST)/12:00pm (EST)/9:00am (PST) Presented by Serafeim Perdikis, University of Essex Adaptation and learning in non-invasive brain-computer interaction Non-invasive brain-computer interface (BCI) has entered an era of relative technological maturity, where BCI...

WS 6: Non-invasive BCIs for people with cerebral palsy

10:00pm CET, 4:00pm EST, 1:00pm PST, 8:00am AEDT, 5:00am (CST) Registration deadline: May 13, 2021 Presenters Jane Huggins, University of Michigan Katya Hill, University of Pittsburgh Petra Karlsson, Cerebral Palsy Alliance, University of Sydney Reinhold Scherer,...