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For: Singh A, Hussain AA, Lal S, Guesgen HW. A Comprehensive Review on Critical Issues and Possible Solutions of Motor Imagery Based Electroencephalography Brain-Computer Interface. Sensors (Basel) 2021;21:s21062173. [PMID: 33804611 PMCID: PMC8003721 DOI: 10.3390/s21062173] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 03/15/2021] [Accepted: 03/16/2021] [Indexed: 01/16/2023]
Number Cited by Other Article(s)
1
Dillen A, Omidi M, Ghaffari F, Romain O, Vanderborght B, Roelands B, Nowé A, De Pauw K. User Evaluation of a Shared Robot Control System Combining BCI and Eye Tracking in a Portable Augmented Reality User Interface. SENSORS (BASEL, SWITZERLAND) 2024;24:5253. [PMID: 39204948 PMCID: PMC11359122 DOI: 10.3390/s24165253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 08/02/2024] [Accepted: 08/09/2024] [Indexed: 09/04/2024]
2
Hu W, Ji B, Gao K. A Method for the Spatial Interpolation of EEG Signals Based on the Bidirectional Long Short-Term Memory Network. SENSORS (BASEL, SWITZERLAND) 2024;24:5215. [PMID: 39204910 PMCID: PMC11359714 DOI: 10.3390/s24165215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 08/05/2024] [Accepted: 08/09/2024] [Indexed: 09/04/2024]
3
Dillen A, Omidi M, Díaz MA, Ghaffari F, Roelands B, Vanderborght B, Romain O, De Pauw K. Evaluating the real-world usability of BCI control systems with augmented reality: a user study protocol. Front Hum Neurosci 2024;18:1448584. [PMID: 39161850 PMCID: PMC11330773 DOI: 10.3389/fnhum.2024.1448584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 07/18/2024] [Indexed: 08/21/2024]  Open
4
Pfeffer MA, Ling SSH, Wong JKW. Exploring the frontier: Transformer-based models in EEG signal analysis for brain-computer interfaces. Comput Biol Med 2024;178:108705. [PMID: 38865781 DOI: 10.1016/j.compbiomed.2024.108705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 05/01/2024] [Accepted: 06/01/2024] [Indexed: 06/14/2024]
5
Kabir MH, Akhtar NI, Tasnim N, Miah ASM, Lee HS, Jang SW, Shin J. Exploring Feature Selection and Classification Techniques to Improve the Performance of an Electroencephalography-Based Motor Imagery Brain-Computer Interface System. SENSORS (BASEL, SWITZERLAND) 2024;24:4989. [PMID: 39124036 PMCID: PMC11314736 DOI: 10.3390/s24154989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 07/26/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024]
6
Zhang J, Zheng S, Chen W, Du G, Fu Q, Jiang H. A scheme combining feature fusion and hybrid deep learning models for epileptic seizure detection and prediction. Sci Rep 2024;14:16916. [PMID: 39043914 PMCID: PMC11266650 DOI: 10.1038/s41598-024-67855-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 07/16/2024] [Indexed: 07/25/2024]  Open
7
Li R, Bai D, Li Z, Yang S, Liu W, Zhang Y, Zhou J, Luo J, Wang W. The SSHVEP Paradigm-Based Brain Controlled Method for Grasping Robot Using MVMD Combined CNN Model. IEEE Trans Neural Syst Rehabil Eng 2024;32:2564-2578. [PMID: 38980788 DOI: 10.1109/tnsre.2024.3425636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
8
von Groll VG, Leeuwis N, Rimbert S, Roc A, Pillette L, Lotte F, Alimardani M. Large scale investigation of the effect of gender on mu rhythm suppression in motor imagery brain-computer interfaces. BRAIN-COMPUTER INTERFACES 2024;11:87-97. [PMID: 39355516 PMCID: PMC11441392 DOI: 10.1080/2326263x.2024.2345449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 04/16/2024] [Indexed: 10/03/2024]
9
Eldawlatly S. On the role of generative artificial intelligence in the development of brain-computer interfaces. BMC Biomed Eng 2024;6:4. [PMID: 38698495 PMCID: PMC11064240 DOI: 10.1186/s42490-024-00080-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 04/24/2024] [Indexed: 05/05/2024]  Open
10
Zhong Y, Yao L, Pan G, Wang Y. Cross-Subject Motor Imagery Decoding by Transfer Learning of Tactile ERD. IEEE Trans Neural Syst Rehabil Eng 2024;32:662-671. [PMID: 38271166 DOI: 10.1109/tnsre.2024.3358491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
11
Qin Y, Yang B, Ke S, Liu P, Rong F, Xia X. M-FANet: Multi-Feature Attention Convolutional Neural Network for Motor Imagery Decoding. IEEE Trans Neural Syst Rehabil Eng 2024;32:401-411. [PMID: 38194394 DOI: 10.1109/tnsre.2024.3351863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
12
Pan L, Wang K, Xu L, Sun X, Yi W, Xu M, Ming D. Riemannian geometric and ensemble learning for decoding cross-session motor imagery electroencephalography signals. J Neural Eng 2023;20:066011. [PMID: 37931299 DOI: 10.1088/1741-2552/ad0a01] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/06/2023] [Indexed: 11/08/2023]
13
Zhong Y, Yao L, Wang Y. Enhanced Motor Imagery Decoding by Calibration Model-Assisted With Tactile ERD. IEEE Trans Neural Syst Rehabil Eng 2023;31:4295-4305. [PMID: 37883287 DOI: 10.1109/tnsre.2023.3327788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
14
Liu S, Wang J, Li S, Cai L. Epileptic Seizure Detection and Prediction in EEGs Using Power Spectra Density Parameterization. IEEE Trans Neural Syst Rehabil Eng 2023;31:3884-3894. [PMID: 37725738 DOI: 10.1109/tnsre.2023.3317093] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
15
Liyanagedera ND, Hussain AA, Singh A, Lal S, Kempton H, Guesgen HW. Common spatial pattern for classification of loving kindness meditation EEG for single and multiple sessions. Brain Inform 2023;10:24. [PMID: 37688757 PMCID: PMC10492719 DOI: 10.1186/s40708-023-00204-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/19/2023] [Indexed: 09/11/2023]  Open
16
Du X, Meng Y, Qiu S, Lv Y, Liu Q. EEG Emotion Recognition by Fusion of Multi-Scale Features. Brain Sci 2023;13:1293. [PMID: 37759894 PMCID: PMC10526490 DOI: 10.3390/brainsci13091293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 08/27/2023] [Accepted: 08/29/2023] [Indexed: 09/29/2023]  Open
17
Liu T, Ye A. Domain knowledge-assisted multi-objective evolutionary algorithm for channel selection in brain-computer interface systems. Front Neurosci 2023;17:1251968. [PMID: 37746153 PMCID: PMC10512944 DOI: 10.3389/fnins.2023.1251968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023]  Open
18
Shin J, Chung W. Multi-Band CNN With Band-Dependent Kernels and Amalgamated Cross Entropy Loss for Motor Imagery Classification. IEEE J Biomed Health Inform 2023;27:4466-4477. [PMID: 37410639 DOI: 10.1109/jbhi.2023.3292909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
19
Siviero I, Menegaz G, Storti SF. Functional Connectivity and Feature Fusion Enhance Multiclass Motor-Imagery Brain-Computer Interface Performance. SENSORS (BASEL, SWITZERLAND) 2023;23:7520. [PMID: 37687976 PMCID: PMC10490741 DOI: 10.3390/s23177520] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/24/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023]
20
Sun C, Mou C. Survey on the research direction of EEG-based signal processing. Front Neurosci 2023;17:1203059. [PMID: 37521708 PMCID: PMC10372445 DOI: 10.3389/fnins.2023.1203059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/16/2023] [Indexed: 08/01/2023]  Open
21
Guerrero-Mendez CD, Blanco-Diaz CF, Ruiz-Olaya AF, López-Delis A, Jaramillo-Isaza S, Milanezi Andrade R, Ferreira De Souza A, Delisle-Rodriguez D, Frizera-Neto A, Bastos-Filho TF. EEG motor imagery classification using deep learning approaches in naïve BCI users. Biomed Phys Eng Express 2023;9:045029. [PMID: 37321179 DOI: 10.1088/2057-1976/acde82] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 06/15/2023] [Indexed: 06/17/2023]
22
Arpaia P, Coyle D, Esposito A, Natalizio A, Parvis M, Pesola M, Vallefuoco E. Paving the Way for Motor Imagery-Based Tele-Rehabilitation through a Fully Wearable BCI System. SENSORS (BASEL, SWITZERLAND) 2023;23:5836. [PMID: 37447686 DOI: 10.3390/s23135836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/08/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023]
23
Lajtos M, Barradas-Chacón LA, Wriessnegger SC. Effects of handedness on brain oscillatory activity during imagery and execution of upper limb movements. Front Psychol 2023;14:1161613. [PMID: 37384193 PMCID: PMC10293623 DOI: 10.3389/fpsyg.2023.1161613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 05/18/2023] [Indexed: 06/30/2023]  Open
24
Ferrero L, Quiles V, Ortiz M, Iáñez E, Gil-Agudo Á, Azorín JM. Brain-computer interface enhanced by virtual reality training for controlling a lower limb exoskeleton. iScience 2023;26:106675. [PMID: 37250318 PMCID: PMC10214472 DOI: 10.1016/j.isci.2023.106675] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 03/06/2023] [Accepted: 04/11/2023] [Indexed: 05/31/2023]  Open
25
Gao Y, Zhang C, Fang F, Cammon J, Zhang Y. Multi-domain feature analysis method of MI-EEG signal based on Sparse Regularity Tensor-Train decomposition. Comput Biol Med 2023;158:106887. [PMID: 37023540 DOI: 10.1016/j.compbiomed.2023.106887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/11/2023] [Accepted: 04/01/2023] [Indexed: 04/05/2023]
26
García-Murillo DG, Álvarez-Meza AM, Castellanos-Dominguez CG. KCS-FCnet: Kernel Cross-Spectral Functional Connectivity Network for EEG-Based Motor Imagery Classification. Diagnostics (Basel) 2023;13:diagnostics13061122. [PMID: 36980430 PMCID: PMC10046910 DOI: 10.3390/diagnostics13061122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 02/25/2023] [Accepted: 03/02/2023] [Indexed: 03/18/2023]  Open
27
Zhu J, Zhu L, Ding W, Ying N, Xu P, Zhang J. An improved feature extraction method using low-rank representation for motor imagery classification. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
28
Lin CF, Lin HC. IMF-Based MF and HS Energy Feature Information of F5, and F6 Movement and Motor Imagery EEG Signals in Delta Rhythms Using HHT. SENSORS (BASEL, SWITZERLAND) 2023;23:1078. [PMID: 36772115 PMCID: PMC9920123 DOI: 10.3390/s23031078] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 06/18/2023]
29
Guo T, Chang YC, Li L, Dokos S, Li L. Editorial: Advances in bioelectronics and stimulation strategies for next generation neuroprosthetics. Front Neurosci 2023;16:1116900. [PMID: 36704005 PMCID: PMC9872720 DOI: 10.3389/fnins.2022.1116900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 12/13/2022] [Indexed: 01/11/2023]  Open
30
Alharbi H. Identifying Thematics in a Brain-Computer Interface Research. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2023;2023:2793211. [PMID: 36643889 PMCID: PMC9833923 DOI: 10.1155/2023/2793211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 12/21/2022] [Accepted: 12/24/2022] [Indexed: 01/05/2023]
31
潘 礼, 丁 忆, 王 顺, 宋 爱. [Research on the feature representation of motor imagery electroencephalogram signal based on individual adaptation]. SHENG WU YI XUE GONG CHENG XUE ZA ZHI = JOURNAL OF BIOMEDICAL ENGINEERING = SHENGWU YIXUE GONGCHENGXUE ZAZHI 2022;39:1173-1180. [PMID: 36575087 PMCID: PMC9927178 DOI: 10.7507/1001-5515.202112023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 09/26/2022] [Indexed: 12/29/2022]
32
Triana-Guzman N, Orjuela-Cañon AD, Jutinico AL, Mendoza-Montoya O, Antelis JM. Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface. Front Neuroinform 2022;16:961089. [PMID: 36120085 PMCID: PMC9481272 DOI: 10.3389/fninf.2022.961089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 08/03/2022] [Indexed: 12/02/2022]  Open
33
Lomelin-Ibarra VA, Gutierrez-Rodriguez AE, Cantoral-Ceballos JA. Motor Imagery Analysis from Extensive EEG Data Representations Using Convolutional Neural Networks. SENSORS (BASEL, SWITZERLAND) 2022;22:s22166093. [PMID: 36015854 PMCID: PMC9414220 DOI: 10.3390/s22166093] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/06/2022] [Accepted: 08/12/2022] [Indexed: 05/28/2023]
34
Dillen A, Lathouwers E, Miladinović A, Marusic U, Ghaffari F, Romain O, Meeusen R, De Pauw K. A data-driven machine learning approach for brain-computer interfaces targeting lower limb neuroprosthetics. Front Hum Neurosci 2022;16:949224. [PMID: 35966996 PMCID: PMC9364873 DOI: 10.3389/fnhum.2022.949224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/30/2022] [Indexed: 11/13/2022]  Open
35
Quiles V, Ferrero L, Ianez E, Ortiz M, Azorin JM. Riemannian classification analysis for model EEG intention speed patterns. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022;2022:402-405. [PMID: 36086011 DOI: 10.1109/embc48229.2022.9871561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
36
Arpaia P, Esposito A, Natalizio A, Parvis M. How to successfully classify EEG in motor imagery BCI: a metrological analysis of the state of the art. J Neural Eng 2022;19. [PMID: 35640554 DOI: 10.1088/1741-2552/ac74e0] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 05/31/2022] [Indexed: 11/11/2022]
37
Validation of Continuous Monitoring System for Epileptic Users in Outpatient Settings. SENSORS 2022;22:s22082900. [PMID: 35458883 PMCID: PMC9025176 DOI: 10.3390/s22082900] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 03/30/2022] [Accepted: 04/06/2022] [Indexed: 12/24/2022]
38
Review of tDCS Configurations for Stimulation of the Lower-Limb Area of Motor Cortex and Cerebellum. Brain Sci 2022;12:brainsci12020248. [PMID: 35204011 PMCID: PMC8870282 DOI: 10.3390/brainsci12020248] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/28/2022] [Accepted: 02/01/2022] [Indexed: 11/17/2022]  Open
39
Image-Based Learning Using Gradient Class Activation Maps for Enhanced Physiological Interpretability of Motor Imagery Skills. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12031695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
40
Detecting the Speed Change Intention from EEG Signals: From the Offline and Pseudo-Online Analysis to an Online Closed-Loop Validation. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12010415] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
41
Sarmiento LC, Villamizar S, López O, Collazos AC, Sarmiento J, Rodríguez JB. Recognition of EEG Signals from Imagined Vowels Using Deep Learning Methods. SENSORS (BASEL, SWITZERLAND) 2021;21:6503. [PMID: 34640824 PMCID: PMC8512781 DOI: 10.3390/s21196503] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/17/2021] [Accepted: 09/24/2021] [Indexed: 01/27/2023]
42
Palumbo A, Gramigna V, Calabrese B, Ielpo N. Motor-Imagery EEG-Based BCIs in Wheelchair Movement and Control: A Systematic Literature Review. SENSORS (BASEL, SWITZERLAND) 2021;21:6285. [PMID: 34577493 PMCID: PMC8473300 DOI: 10.3390/s21186285] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 09/09/2021] [Accepted: 09/14/2021] [Indexed: 02/07/2023]
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Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. SENSORS 2021;21:s21155105. [PMID: 34372338 PMCID: PMC8347227 DOI: 10.3390/s21155105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 07/03/2021] [Accepted: 07/09/2021] [Indexed: 12/22/2022]
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