Advances in Brain–Computer Interfaces
A special issue of Biomimetics (ISSN 2313-7673).
Deadline for manuscript submissions: closed (20 November 2024) | Viewed by 1788
Special Issue Editor
Interests: brain–computer interface; rehabilitation; neuro-engineering
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Brain–computer interface (BCI) technology has been introduced to improve the quality of life for people with disabilities or difficulties in their daily lives. BCI applications such as driver assistants, sleep identification for drivers, and controlling a bionic hand/ankle–foot orthosis are widely used for healthy people as well as paralyzed patients. Research in the field mainly focuses on the development of mathematical calculations for brain-controlled vehicles, brain-controlled air vehicles, brain-controlled bionic hands, and brain-controlled foot-ankle braces using biosignals from an electroencephalogram (EEG), electrooculogram (EOG), electromyogram (EMG), and photoplethysmography (PPG).
The mathematical solutions are signal denoising (filtering), feature extraction, and machine learning algorithms. This collection of articles aims to highlight mathematical innovations as well as novel ideas for designing tasks to induce the brain to generate distinctive neuronal patterns. The final goal of this research topic is the discovery of new methods for BCI applications. We welcome manuscripts on the following subtopics:
- Decoding brain neuron activities by developing mathematical methods for identifying patterns within the EEG signals automatically;
- Identifying EEG patterns relative to human actions and decisions automatically;
- Analyzing the patterns generated in a designed task to determine which method is more beneficial, e.g., wavelet, chaotic methods, common spatial patterns, or reinforcing methods;
- Developing classifiers to automate identification procedures.
Dr. Amin Hekmatmanesh
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Biomimetics is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2200 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- biosignal processing
- pattern recognition
- machine learning
- brain–computer interface
- health monitoring systems
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue polices can be found here.
