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      A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance

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          Abstract

          The traditional P300 speller system uses the flashing row or column spelling paradigm. However, the classification accuracy and information transfer rate of the P300 speller are not adequate for real-world application. To improve the performance of the P300 speller, we devised a new spelling paradigm in which the flashing row or column of a virtual character matrix is covered by a translucent green circle with a red dot in either the upper or lower half (GC-RD spelling paradigm). We compared the event-related potential (ERP) waveforms with a control paradigm (GC spelling paradigm), in which the flashing row or column of a virtual character matrix was covered by a translucent green circle only. Our experimental results showed that the amplitude of P3a at the parietal area and P3b at the frontal–central–parietal areas evoked by the GC-RD paradigm were significantly greater than those induced by the GC paradigm. Higher classification accuracy and information transmission rates were also obtained in the GC-RD system. Our results indicated that the added red dots increased attention and visuospatial information, resulting in an amplitude increase in both P3a and P3b, thereby improving the performance of the P300 speller system.

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          Most cited references38

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          Updating P300: an integrative theory of P3a and P3b.

          The empirical and theoretical development of the P300 event-related brain potential (ERP) is reviewed by considering factors that contribute to its amplitude, latency, and general characteristics. The neuropsychological origins of the P3a and P3b subcomponents are detailed, and how target/standard discrimination difficulty modulates scalp topography is discussed. The neural loci of P3a and P3b generation are outlined, and a cognitive model is proffered: P3a originates from stimulus-driven frontal attention mechanisms during task processing, whereas P3b originates from temporal-parietal activity associated with attention and appears related to subsequent memory processing. Neurotransmitter actions associating P3a to frontal/dopaminergic and P3b to parietal/norepinephrine pathways are highlighted. Neuroinhibition is suggested as an overarching theoretical mechanism for P300, which is elicited when stimulus detection engages memory operations.
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              Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials

              This paper describes the development and testing of a system whereby one can communicate through a computer by using the P300 component of the event-related brain potential (ERP). Such a system may be used as a communication aid by individuals who cannot use any motor system for communication (e.g., 'locked-in' patients). The 26 letters of the alphabet, together with several other symbols and commands, are displayed on a computer screen which serves as the keyboard or prosthetic device. The subject focuses attention successively on the characters he wishes to communicate. The computer detects the chosen character on-line and in real time. This detection is achieved by repeatedly flashing rows and columns of the matrix. When the elements containing the chosen character are flashed, a P300 is elicited, and it is this P300 that is detected by the computer. We report an analysis of the operating characteristics of the system when used with normal volunteers, who took part in 2 experimental sessions. In the first session (the pilot study/training session) subjects attempted to spell a word and convey it to a voice synthesizer for production. In the second session (the analysis of the operating characteristics of the system) subjects were required simply to attend to individual letters of a word for a specific number of trials while data were recorded for off-line analysis. The analyses suggest that this communication channel can be operated accurately at the rate of 0.20 bits/sec. In other words, under the conditions we used, subjects can communicate 12.0 bits, or 2.3 characters, per min.
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                Author and article information

                Contributors
                Journal
                Front Neuroinform
                Front Neuroinform
                Front. Neuroinform.
                Frontiers in Neuroinformatics
                Frontiers Media S.A.
                1662-5196
                03 December 2020
                2020
                : 14
                : 589169
                Affiliations
                School of Computer Science and Technology, Changchun University of Science and Technology , Changchun, China
                Author notes

                Edited by: Tianyi Yan, Beijing Institute of Technology, China

                Reviewed by: Minpeng Xu, Tianjin University, China; Jing Jin, East China University of Science and Technology, China; Bin Wang, Taiyuan University of Technology, China

                *Correspondence: Qi Li liqi@ 123456cust.edu.cn
                Article
                10.3389/fninf.2020.589169
                7744603
                84891fc5-6f10-4628-97a4-3acafb1c0e06
                Copyright © 2020 Wu, Zhou, Lu and Li.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 30 July 2020
                : 02 November 2020
                Page count
                Figures: 7, Tables: 2, Equations: 2, References: 38, Pages: 9, Words: 5339
                Funding
                Funded by: National Natural Science Foundation of China 10.13039/501100001809
                Award ID: 61773076
                Award ID: 61806025
                Funded by: Jilin Scientific and Technological Development Program 10.13039/501100013061
                Award ID: 20190201192JC
                Award ID: 20190302072GX
                Award ID: 20200802004GH
                Funded by: Education Department of Jilin Province 10.13039/501100010211
                Award ID: JJKH20190597KJ
                Categories
                Neuroscience
                Original Research

                Neurosciences
                brain-computer interface (bci),p300 speller,visuospatial information,spelling paradigm,event-related potential

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