An Adaptive Approach for Task-Driven BCI Calibration
(2021) BCI meeting 2021- Abstract
- One of the most significant obstacles for the everyday use of systems based on BrainComputer Interfaces (BCIs) is the tediousness of calibration. Successful improvements on calibration, particularly the time needed and the userexperience, have been made with, e.g., transfer learning, gamification, and task estimation [1, 2, 3]. In
this work, we present an adaptive approach to BCI systems’ calibration with a model that evaluates if more calibration is needed. We inspect the model in its simplest form to showcase its versatility.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/de71d9e1-3dfb-46d2-b54f-61abe48a8d2d
- author
- Heskebeck, Frida LU and Bergeling, Carolina LU
- organization
- publishing date
- 2021-06
- type
- Contribution to conference
- publication status
- published
- subject
- keywords
- BCI, Calibration, EEG, brain-computer interface
- conference name
- BCI meeting 2021
- conference dates
- 2021-06-07 - 2021-06-09
- project
- Realtime Individualization of Brain Computer Interfaces
- Optimizing the Next Generation Brain Computer Interfaces using Cloud Computing
- language
- English
- LU publication?
- yes
- id
- de71d9e1-3dfb-46d2-b54f-61abe48a8d2d
- alternative location
- https://bcisociety.org/wp-content/uploads/2021/05/vBCI-Abstract-Book-.pdf
- date added to LUP
- 2021-06-18 13:45:14
- date last changed
- 2021-06-22 17:18:12
@misc{de71d9e1-3dfb-46d2-b54f-61abe48a8d2d, abstract = {{One of the most significant obstacles for the everyday use of systems based on BrainComputer Interfaces (BCIs) is the tediousness of calibration. Successful improvements on calibration, particularly the time needed and the userexperience, have been made with, e.g., transfer learning, gamification, and task estimation [1, 2, 3]. In<br/>this work, we present an adaptive approach to BCI systems’ calibration with a model that evaluates if more calibration is needed. We inspect the model in its simplest form to showcase its versatility.}}, author = {{Heskebeck, Frida and Bergeling, Carolina}}, keywords = {{BCI; Calibration; EEG; brain-computer interface}}, language = {{eng}}, title = {{An Adaptive Approach for Task-Driven BCI Calibration}}, url = {{https://lup.lub.lu.se/search/files/99453611/Abstract.Frida.Heskebeck.pdf}}, year = {{2021}}, }