SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals

Rafael Da Luz Barbosa; Kaushallya Adhikari; Walter G. Besio

doi:10.1109/AIIoT61789.2024.10579003

SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals

Rafael Da Luz Barbosa
, Kaushallya Adhikari
, Walter G. Besio

University of Rhode Island’s College of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 IEEE 5th World AI IoT Congress, AIIoT 2024
Editors	Rajashree Paul, Arpita Kundu, Rupsha Bhattacharyya
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	557-561
Number of pages	5
ISBN (Electronic)	9798350387803
DOIs	https://doi.org/10.1109/AIIoT61789.2024.10579003
State	Published - 2024
Externally published	Yes
Event	5th IEEE Annual World AI IoT Congress, AIIoT 2024 - Seattle, United States Duration: May 29 2024 → May 31 2024

Publication series

Series	2024 IEEE 5th World AI IoT Congress, AIIoT 2024

Conference

Conference	5th IEEE Annual World AI IoT Congress, AIIoT 2024
Country/Territory	United States
City	Seattle
Period	5/29/24 → 5/31/24

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Computer Vision and Pattern Recognition
Safety, Risk, Reliability and Quality
Education

Keywords

Brain-Computer Interface
classification
electroencephalography
support vector machines
tripolar concentric ring electrodes

Access to Document

10.1109/AIIoT61789.2024.10579003

Cite this

SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals. / Barbosa, Rafael Da Luz; Adhikari, Kaushallya; Besio, Walter G.
2024 IEEE 5th World AI IoT Congress, AIIoT 2024. ed. / Rajashree Paul; Arpita Kundu; Rupsha Bhattacharyya. Institute of Electrical and Electronics Engineers Inc., 2024. p. 557-561 (2024 IEEE 5th World AI IoT Congress, AIIoT 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Barbosa, RDL, Adhikari, K & Besio, WG 2024, SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals. in R Paul, A Kundu & R Bhattacharyya (eds), 2024 IEEE 5th World AI IoT Congress, AIIoT 2024. Institute of Electrical and Electronics Engineers Inc., 2024 IEEE 5th World AI IoT Congress, AIIoT 2024, pp. 557-561, 5th IEEE Annual World AI IoT Congress, AIIoT 2024, Seattle, United States, 5/29/24. https://doi.org/10.1109/AIIoT61789.2024.10579003

Barbosa, Rafael Da Luz ; Adhikari, Kaushallya ; Besio, Walter G. / SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals. 2024 IEEE 5th World AI IoT Congress, AIIoT 2024. editor / Rajashree Paul ; Arpita Kundu ; Rupsha Bhattacharyya. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 557-561 (2024 IEEE 5th World AI IoT Congress, AIIoT 2024).

@inproceedings{5439a99cc28e41918bd0d26a7314f5f6,

title = "SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals",

keywords = "Brain-Computer Interface, classification, electroencephalography, support vector machines, tripolar concentric ring electrodes",

author = "Barbosa, \{Rafael Da Luz\} and Kaushallya Adhikari and Besio, \{Walter G.\}",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 5th IEEE Annual World AI IoT Congress, AIIoT 2024 ; Conference date: 29-05-2024 Through 31-05-2024",

year = "2024",

doi = "10.1109/AIIoT61789.2024.10579003",

language = "English",

series = "2024 IEEE 5th World AI IoT Congress, AIIoT 2024",

pages = "557--561",

editor = "Rajashree Paul and Arpita Kundu and Rupsha Bhattacharyya",

booktitle = "2024 IEEE 5th World AI IoT Congress, AIIoT 2024",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals

AU - Barbosa, Rafael Da Luz

AU - Adhikari, Kaushallya

AU - Besio, Walter G.

PY - 2024

Y1 - 2024

KW - Brain-Computer Interface

KW - classification

KW - electroencephalography

KW - support vector machines

KW - tripolar concentric ring electrodes

UR - https://www.scopus.com/pages/publications/85198848000

UR - https://www.scopus.com/pages/publications/85198848000#tab=citedBy

U2 - 10.1109/AIIoT61789.2024.10579003

DO - 10.1109/AIIoT61789.2024.10579003

M3 - Conference contribution

AN - SCOPUS:85198848000

T3 - 2024 IEEE 5th World AI IoT Congress, AIIoT 2024

SP - 557

EP - 561

BT - 2024 IEEE 5th World AI IoT Congress, AIIoT 2024

A2 - Paul, Rajashree

A2 - Kundu, Arpita

A2 - Bhattacharyya, Rupsha

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE Annual World AI IoT Congress, AIIoT 2024

Y2 - 29 May 2024 through 31 May 2024

ER -

SVM for Classification of Ten-Finger Imagined Movements using tEEG Signals

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this