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 non-stationarities. To still make sense of these challenging data, specific consideration for the machine learning approach must be made.  In […]

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 […]

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 Karthik Kumaravelu, Duke University Alberto […]

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 BCIsClosed-loop decoder adaptation (CLDA) is a powerful technique in invasive brain-computer interfaces. CLDA is frequently used to train and optimize decoding algorithms “in situ,” reducing errors in performance that arise due to differences between open […]

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, Timeflux Research Group Sylvain Chevallier, LISV, Universite Paris-Saclay Marco Congedo, GIPSA-lab, CNRS, University […]

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 prototypes are increasingly deployed as assistive devices and rehabilitation interventions, or towards able-bodied user applications like entertainment and driving assistance. The main obstacles […]

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

10:00pm CET, 4:00pm EDT, 1:00pm PDT, 6:00am AEST, 4:00am (CST) Registration deadline: May 13, 2021 Presenters Jane Huggins, University of Michigan Katya Hill, University of Pittsburgh Petra Karlsson, Cerebral Palsy […]

Next Gen: Industry Academia Talks (free event)

8:00 pm-9:00 pm EST5:00pm (PST), 10:00am+1 (ACT), 8:00am+1 (China Time) To watch the recording please click here Join us for this novel online event mixing Industry and Academia talks.  Our inaugural speakers are Joey O’Doherty from Neuralink and Chethan Pandarinath from Emory/Georgia Tech. SpeakersPresentation title: A fully-implanted 1024 channel brain-machine interface Joseph E. O'Doherty received […]