EEG Signal Processing Using Deep Learning for Motor Imagery Tasks: Leveraging Signal Images
A novel approach to processing electroencephalography (EEG) signals has emerged, leveraging the utilization of signal images. The application of deep learning techniques in bypassing complex signal and image processing tasks has generated significant interest in this field. However, challenges remai...
Published in: | IFMBE Proceedings |
---|---|
Main Author: | Amran H.N.; Markom M.A.; Awang S.A.; Adom A.H.; Tan E.S.M.M.; Markom A.M. |
Format: | Conference paper |
Language: | English |
Published: |
Springer Science and Business Media Deutschland GmbH
2025
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85215613596&doi=10.1007%2f978-3-031-80355-0_10&partnerID=40&md5=33b9be224d0c05f11187823d04d2deea |
Similar Items
-
Spectral Analysis of EEG Signals of Imagined Hand Twisting for Post-stroke Rehabilitation
by: Azmi I.N.; Mansor W.; Ahmad N.F.
Published: (2021) -
Identification of working memory status in children from EEG signal features using discrete wavelet transform
by: Azlan M.H.K.; Mansor W.; Yassin A.I.M.; Abidin N.A.Z.; Azhan M.N.M.; Jahidin A.H.; Rozlan M.F.R.M.; Mahmoodin Z.; Ali M.S.A.M.
Published: (2025) -
Signal analysis for drone detection and characterization using acoustic radar
by: Zakaria N.A.Z.; Rozaimi F.N.S.M.; Ab Rahim S.A.E.; Khan Z.I.
Published: (2024) -
Signal-to-noise ratio study on pipelined fast fourier transform processor
by: Hassan S.L.M.; Sulaiman N.; Shariffudin S.S.; Yaakub T.N.T.
Published: (2018) -
Fatigue Life Assessment of API Steel Grade X65 Pipeline Using a Modified Basquin Parameter of the Magnetic Flux Leakage Signal
by: Firdaus S.M.; Arifin A.; Abdullah S.; Singh S.S.K.; Nor N.M.
Published: (2023)