TY - GEN
T1 - Analysing the Changing Brain
T2 - 8th International Winter Conference on Brain-Computer Interface, BCI 2020
AU - Muller, K. R.
N1 - Funding Information:
This abstract is based on joint work with Till Nierhaus, Carmen Vidaurre, Arno Villringer, Armin Thomas, Wojciech Samek, Hauke Heekeren, Benjamin Blankertz, Gabriel Curio, Michael Tangermann, Siamac Fazli, Vadim Nikulin, Gregoire Montavon, Sebastian Bach/Lapuschkin, Irene Sturm and many other members of the Berlin Brain Computer Interface team, the machine learning groups and many more esteemed collaborators. We greatly acknowledge funding by BMBF, EU, DFG and NRF.
Publisher Copyright:
© 2020 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/2
Y1 - 2020/2
N2 - In this brief contribution I will discuss recent directions of our research where nonlinear learning methods are employed for analysing multimodal brain data, both in the context of BCI and beyond-essentially summarizing some steps taken by the BBCI team and co-workers. Clearly, unavoidably and intentionally this abstract will have a high overlap to prior own contributions and touch upon ongoing unpublished respectively pre-pulished work, nevertheless extensively providing pointers to various research directions.
AB - In this brief contribution I will discuss recent directions of our research where nonlinear learning methods are employed for analysing multimodal brain data, both in the context of BCI and beyond-essentially summarizing some steps taken by the BBCI team and co-workers. Clearly, unavoidably and intentionally this abstract will have a high overlap to prior own contributions and touch upon ongoing unpublished respectively pre-pulished work, nevertheless extensively providing pointers to various research directions.
UR - http://www.scopus.com/inward/record.url?scp=85084049069&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85084049069&partnerID=8YFLogxK
U2 - 10.1109/BCI48061.2020.9061662
DO - 10.1109/BCI48061.2020.9061662
M3 - Conference contribution
AN - SCOPUS:85084049069
T3 - 8th International Winter Conference on Brain-Computer Interface, BCI 2020
BT - 8th International Winter Conference on Brain-Computer Interface, BCI 2020
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 26 February 2020 through 28 February 2020
ER -