The first one allowed for the analysis of one-second samples of EEG signals from selected electrodes on the basis of power spectrum estimation waveforms. The proposed expert system consisted of two neural networks. The signals were burdened with numerous artifacts caused by simulated nervous tics. A BCI system design approach using artificial intelligence for the advanced analysis of signals containing facial expressions as control commands was used.
In response to practical requirements and the possibility of using the system in real conditions, the authors propose an advanced solution using EEG (electroencephalography) signal analysis. The constantly developing biomedical engineering field and newer and more advanced BCI (brain–computer interface) systems require their designers to constantly develop and search for various innovative methods used in their creation. Companion journals for Applied Sciences include: Applied Nano, Osteology, Nutraceuticals, AppliedChem, Applied Biosciences, Virtual Worlds and Spectroscopy Journal.Testimonials: See what our authors say about Applied Sciences.Recognition of Reviewers: reviewers who provide timely, thorough peer-review reports receive vouchers entitling them to a discount on the APC of their next publication in any MDPI journal, in appreciation of the work done.To publication is undertaken in 2.6 days (median values for papers published in Rapid Publication: manuscripts are peer-reviewed and a firstĭecision provided to authors approximately 17.4 days after submission acceptance.
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