Mobile robot control based on noninvasive brain-computer interface using hierarchical classifier of imagined motor commands

Autor: Gundelakh Filipp, Stankevich Lev, Sonkin Konstantin

Publikováno v: MATEC Web of Conferences, Vol 161, p 03003 (2018)

The study describes approaches of direct and supervisor control of a mobile robot based on a non-invasive brain-computer interface. An interface performs electroencephalographic signal decoding, which includes several steps: filtering, artefact detec

Externí odkaz: https://doaj.org/article/47486ebbacd54e2db57f0a42336602f5

Development of electroencephalographic pattern classifiers for real and imaginary thumb and index finger movements of one hand

Autor: Sonkin, Konstantin M., Stankevich, Lev A., Khomenko, Julia G., Nagornova, Zhanna V., Shemyakina, Natalia V.

Publikováno v: In Artificial Intelligence In Medicine February 2015 63(2):107-117

Neurological Classifier Committee Based on Artificial Neural Networks and Support Vector Machine for Single-Trial EEG Signal Decoding.

Autor: Sonkin, Konstantin, Stankevich, Lev, Khomenko, Yulia, Nagornova, Zhanna, Shemyakina, Natalia, Koval, Alexandra, Perets, Dmitry

Publikováno v: Advances in Neural Networks - ISNN 2016; 2016, p100-107, 8p

Quadriceps Weakness is Associated with Neuroplastic Changes Within Specific Corticospinal Pathways and Brain Areas After Anterior Cruciate Ligament Reconstruction: Theoretical Utility of Motor Imagery-Based Brain-Computer Interface Technology for Rehabilitation.

Autor: Patel HH; Department of Orthopaedic Surgery, Midwest Orthopaedics at Rush, Chicago, Illinois., Berlinberg EJ; Department of Orthopaedic Surgery, Midwest Orthopaedics at Rush, Chicago, Illinois., Nwachukwu B; Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York., Williams RJ 3rd; Department of Orthopaedic Surgery, Hospital for Special Surgery, New York City, New York., Mandelbaum B; Department of Orthopaedic Surgery, Cedars-Sinai Kerlan-Jobe Institute, Santa Monica, California, U.S.A., Sonkin K; IBrainTech, Tel Aviv, Israel., Forsythe B; Department of Orthopaedic Surgery, Midwest Orthopaedics at Rush, Chicago, Illinois.

Publikováno v: Arthroscopy, sports medicine, and rehabilitation [Arthrosc Sports Med Rehabil] 2022 Dec 28; Vol. 5 (1), pp. e207-e216. Date of Electronic Publication: 2022 Dec 28 (Print Publication: 2023).