Advancing Signal Processing and Analytics of EEG Signals

Dear Colleagues,

As one of the oldest clinical tools for measuring brain physiology, electroencephalography (EEG) has been adopted in a wide spectrum of brain research, such as clinical and psychiatric studies, psychology and neuroscience, brain–computer interface, and so on. Despite significant advancements in EEG research in recent decades, there is still room for improvement on processing approaches and computational methods to improve EEG signal quality and make new discoveries.

This Special Issue of Signals aims to communicate technological and methodological innovations toward knowledge discovery using EEG.

Suitable topics include but are not limited to the following:

• Development of novel biomedical signal processing techniques or approaches to improve EEG signal quality;
• Application of cutting-edge AI, machine learning, or deep learning algorithms to advance EEG-related research;
• Improvements to the performance of EEG-based brain–computer interfaces;
• Biomarker discovery in EEG associated with infant/child brain development;
• Methodological innovation to facilitate endpoint detection or prediction using EEG, e.g., seizure detection and person identification;
• Advances in the understanding of complex brain networks through computational neuroscience using EEG.

Dr. Ran Xiao
Dr. Quanying Liu
Guest Editors

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 250 words) can be sent to the Editorial Office for assessment.

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. Signals is an international peer-reviewed open access semimonthly 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 1200 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.