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For: Varshney A, Ghosh SK, Padhy S, Tripathy RK, Acharya UR. Automated Classification of Mental Arithmetic Tasks Using Recurrent Neural Network and Entropy Features Obtained from Multi-Channel EEG Signals. Electronics 2021;10:1079. [DOI: 10.3390/electronics10091079] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Number Cited by Other Article(s)
1
Karnan H, Uma Maheswari D, Priyadharshini D, Laushya S, Thivyaprakas TK. Cognizance detection during mental arithmetic task using statistical approach. Comput Methods Biomech Biomed Engin 2025;28:558-571. [PMID: 38164048 DOI: 10.1080/10255842.2023.2298362] [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: 09/27/2023] [Revised: 11/22/2023] [Accepted: 12/13/2023] [Indexed: 01/03/2024]
2
Huang H, Chen J, Xiao J, Chen D, Zhang J, Pan J, Li Y. Real-Time Attention Regulation and Cognitive Monitoring Using a Wearable EEG-Based BCI. IEEE Trans Biomed Eng 2025;72:716-724. [PMID: 39320995 DOI: 10.1109/tbme.2024.3468351] [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: 09/27/2024]
3
Coman DA, Ionita S, Lita I. Evaluation of EEG Signals by Spectral Peak Methods and Statistical Correlation for Mental State Discrimination Induced by Arithmetic Tasks. SENSORS (BASEL, SWITZERLAND) 2024;24:3316. [PMID: 38894108 PMCID: PMC11174818 DOI: 10.3390/s24113316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024]
4
Rosanne O, Alves de Oliveira A, Falk TH. EEG Amplitude Modulation Analysis across Mental Tasks: Towards Improved Active BCIs. SENSORS (BASEL, SWITZERLAND) 2023;23:9352. [PMID: 38067725 PMCID: PMC10708818 DOI: 10.3390/s23239352] [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: 09/30/2023] [Revised: 11/15/2023] [Accepted: 11/20/2023] [Indexed: 12/18/2023]
5
Karmakar S, Kamilya S, Dey P, Guhathakurta PK, Dalui M, Bera TK, Halder S, Koley C, Pal T, Basu A. Real time detection of cognitive load using fNIRS: A deep learning approach. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
6
Chawla P, Rana SB, Kaur H, Singh K, Yuvaraj R, Murugappan M. A decision support system for automated diagnosis of Parkinson’s disease from EEG using FAWT and entropy features. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
7
Aydemir E, Baygin M, Dogan S, Tuncer T, Barua PD, Chakraborty S, Faust O, Arunkumar N, Kaysi F, Acharya UR. Mental performance classification using fused multilevel feature generation with EEG signals. INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT 2022. [DOI: 10.1080/20479700.2022.2130645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2022]
8
Tripathy RK, Paternina MA, de la O Serna JA. Editorial: Machine Learning and Deep Learning for Physiological Signal Analysis. Front Physiol 2022;13:887070. [PMID: 35492610 PMCID: PMC9043552 DOI: 10.3389/fphys.2022.887070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 03/15/2022] [Indexed: 11/23/2022]  Open
9
XU WANSONG, CHEN TIANWU, DU FANYU. TWO-LEAD JOINT DETECTION ALGORITHM OF QRS COMPLEXES IN ECG SIGNAL. J MECH MED BIOL 2021;21. [DOI: 10.1142/s0219519421400728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
10
Radhakrishnan T, Karhade J, Ghosh SK, Muduli PR, Tripathy RK, Acharya UR. AFCNNet: Automated detection of AF using chirplet transform and deep convolutional bidirectional long short term memory network with ECG signals. Comput Biol Med 2021;137:104783. [PMID: 34481184 DOI: 10.1016/j.compbiomed.2021.104783] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 08/02/2021] [Accepted: 08/17/2021] [Indexed: 11/16/2022]
11
Zarzycki K, Ławryńczuk M. LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors. SENSORS (BASEL, SWITZERLAND) 2021;21:5625. [PMID: 34451065 PMCID: PMC8402357 DOI: 10.3390/s21165625] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 08/16/2021] [Accepted: 08/17/2021] [Indexed: 11/16/2022]
12
Machine Learning-Based Data-Driven Fault Detection/Diagnosis of Lithium-Ion Battery: A Critical Review. ELECTRONICS 2021. [DOI: 10.3390/electronics10111309] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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