simBCI BCI simulator is available!

OpenViBE software releases, jobs and events
Locked
jtlindgren
Posts: 778
Joined: Tue Dec 04, 2012 3:53 pm
Location: INRIA Rennes, FRANCE

simBCI BCI simulator is available!

Post by jtlindgren »

Dear OpenViBE community,

recently I have been working on a BCI simulator with our collaborators from IMT-Atlantique. It's called simBCI! We feel its now time to share this tool with the community.

The simulator allows designing artificial EEG data generation, test classification pipelines with such data, change parameters on both sides, and collect resulting accuracies to see how methods behave in different conditions. For example, you can try different types of noise, sources, artifacts, change their strengths, frequencies, etc. The idea is that you can 'design' what the signal is made of, a bit like you 'design' a signal processing pipeline. As a result, you can investigate the signal processing behavior in perfectly known conditions. You can run hundreds of simulated experiments on a desktop computer in order to bring down the chances that some observation you make is just a random accident.

For more details, please see

https://gitlab.inria.fr/sb/simbci/wikis/Home

simBCI is not directly related to OpenViBE (except sharing some people behind both), but I hope the OpenViBE users may still find it an interesting addition to their BCI toolkits.

Best,
Jussi

Locked