M Ganeshkumar - Related publications

Affiliations: 
National University of Singapore, Singapore, Singapore 
Area:
Schema, learning algorithm, computational neuroscience, theoretical neuroscience, cognitive models
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
Year Citation  Score
2020 Chen J, Yu ZL, Gu Z, Li Y. Deep Temporal-Spatial Feature Learning for Motor Imagery-based Brain-Computer Interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32956061 DOI: 10.1109/TNSRE.2020.3023417   
2020 Cho JH, Jeong JH, Lee SW. Decoding of Grasp Motions from EEG Signals Based on a Novel Data Augmentation Strategy. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3015-3018. PMID 33018640 DOI: 10.1109/EMBC44109.2020.9175784   
2020 Zhang C, Eskandarian A. A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 514-518. PMID 33018040 DOI: 10.1109/EMBC44109.2020.9176705   
2020 Idowu OP, Fang P, Li G. Bio-Inspired Algorithms for Optimal Feature Selection in Motor Imagery-Based Brain-Computer Interface. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 519-522. PMID 33018041 DOI: 10.1109/EMBC44109.2020.9176244   
2020 Fahimi F, Dosen S, Ang KK, Mrachacz-Kersting N, Guan C. Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface. Ieee Transactions On Neural Networks and Learning Systems. PMID 32841127 DOI: 10.1109/TNNLS.2020.3016666   
2020 Huang W, Wang L, Yan Z, Liu Y. Classify Motor Imagery by a Novel CNN with Data Augmentation. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 192-195. PMID 33017962 DOI: 10.1109/EMBC44109.2020.9176361   
2020 Shi M, Wang C, Li XZ, Li MQ, Wang L, Xie NG. EEG signal classification based on SVM with improved squirrel search algorithm. Biomedizinische Technik. Biomedical Engineering. PMID 32990644 DOI: 10.1515/bmt-2020-0038   
2020 Shi J, Chen D, Wang M. Pre-Impact Fall Detection with CNN-Based Class Activation Mapping Method. Sensors (Basel, Switzerland). 20. PMID 32842652 DOI: 10.3390/s20174750   
2020 Ashley AL, Arvaneh M. Improving EEG-based error detection using relative peak features. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 272-275. PMID 33017981 DOI: 10.1109/EMBC44109.2020.9176376   
2020 Nur Chowdhury MS, Dutta A, Robison MK, Blais C, Brewer G, Bliss DW. A Generalized Model to Estimate Reaction Time Corresponding to Visual Stimulus Using Single-Trial EEG. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3011-3014. PMID 33018639 DOI: 10.1109/EMBC44109.2020.9175239   
2020 An X, Zhou X, Zhong W, Liu S, Li X, Ming D. Weighted Subject-Semi-Independent ERP-based Brain-Computer Interface. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2969-2972. PMID 33018629 DOI: 10.1109/EMBC44109.2020.9176683   
2020 Giles J, Ang KK, Mihaylova L, Arvaneh M. Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2977-2980. PMID 33018631 DOI: 10.1109/EMBC44109.2020.9176635   
2020 Roady R, Hayes TL, Kemker R, Gonzales A, Kanan C. Are open set classification methods effective on large-scale datasets? Plos One. 15: e0238302. PMID 32886692 DOI: 10.1371/journal.pone.0238302   
2020 Wang H, Sun Y, Li Y, Chen S, Zhou W. Inter- and Intra-subject Template-Based Multivariate Synchronization Index Using an Adaptive Threshold for SSVEP-Based BCIs. Frontiers in Neuroscience. 14: 717. PMID 33013279 DOI: 10.3389/fnins.2020.00717   
2020 Jayarathne I, Cohen M, Amarakeerthi S. Person identification from EEG using various machine learning techniques with inter-hemispheric amplitude ratio. Plos One. 15: e0238872. PMID 32915850 DOI: 10.1371/journal.pone.0238872   
2020 Jin J, Liu C, Daly I, Miao Y, Li S, Wang X, Cichocki A. Bispectrum-based Channel Selection for Motor Imagery based Brain-Computer Interfacing. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32870796 DOI: 10.1109/TNSRE.2020.3020975   
2020 Jin J, Liu C, Daly I, Miao Y, Li S, Wang X, Cichocki A. Bispectrum-based Channel Selection for Motor Imagery based Brain-Computer Interfacing. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32870796 DOI: 10.1109/TNSRE.2020.3020975   
2020 Zhang K, Xu G, Chen L, Tian P, Han C, Zhang S, Duan N. Instance Transfer Subject-Dependent Strategy for Motor Imagery Signal Classification Using Deep Convolutional Neural Networks. Computational and Mathematical Methods in Medicine. 2020: 1683013. PMID 32908576 DOI: 10.1155/2020/1683013   
2020 Chen S, Zhang X, Shen X, Huang Y, Wang Y. Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3078-3081. PMID 33018655 DOI: 10.1109/EMBC44109.2020.9175240   
2020 Liang Y, Meng Z, Chen Y, Zhang Y, Wang M, Zhou X. A Data Fusion Orientation Algorithm Based on the Weighted Histogram Statistics for Vector Hydrophone Vertical Array. Sensors (Basel, Switzerland). 20. PMID 33019593 DOI: 10.3390/s20195619   
2020 Campbell E, Cameron JAD, Scheme E. Feasibility of Data-driven EMG Signal Generation using a Deep Generative Model. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3755-3758. PMID 33018818 DOI: 10.1109/EMBC44109.2020.9176072   
2020 Yu B, Wang Z, Liu S, Liu X, Gou R. The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. Plos One. 15: e0237994. PMID 33027298 DOI: 10.1371/journal.pone.0237994   
2020 Yang Q, Zhang X, Chen B. MI3DNet: A Compact CNN for Motor Imagery EEG Classification with Visualizable Dense Layer Parameters. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 510-513. PMID 33018039 DOI: 10.1109/EMBC44109.2020.9176738   
2020 Yang Q, Zhang X, Chen B. MI3DNet: A Compact CNN for Motor Imagery EEG Classification with Visualizable Dense Layer Parameters. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 510-513. PMID 33018039 DOI: 10.1109/EMBC44109.2020.9176738   
2020 Savolainen OW, Constandinou TG. Lossless Compression of Intracortical Extracellular Neural Recordings using Non-Adaptive Huffman Encoding. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4318-4321. PMID 33018951 DOI: 10.1109/EMBC44109.2020.9176352   
2020 Chen DW, Miao R, Deng ZY, Lu YY, Liang Y, Huang L. Sparse Logistic Regression With Penalty for Emotion Recognition in Electroencephalography Classification. Frontiers in Neuroinformatics. 14: 29. PMID 32848688 DOI: 10.3389/fninf.2020.00029   
2020 Zhou M, Selvaraj N. Heart Rate Monitoring using Sparse Spectral Curve Tracing. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 5347-5352. PMID 33019191 DOI: 10.1109/EMBC44109.2020.9175349   
2020 Sadiq MT, Yu X, Yuan Z, Aziz MZ. Identification of Motor and Mental Imagery EEG in Two and Multiclass Subject-Dependent Tasks Using Successive Decomposition Index. Sensors (Basel, Switzerland). 20. PMID 32947766 DOI: 10.3390/s20185283   
2020 Torres-Soto J, Ashley EA. Multi-task deep learning for cardiac rhythm detection in wearable devices. Npj Digital Medicine. 3: 116. PMID 32964139 DOI: 10.1038/s41746-020-00320-4   
2020 Navarro-Alarcon D, Qi J, Zhu J, Cherubini A. A Lyapunov-Stable Adaptive Method to Approximate Sensorimotor Models for Sensor-Based Control. Frontiers in Neurorobotics. 14: 59. PMID 33041777 DOI: 10.3389/fnbot.2020.00059   
2020 Shao X, Lin M. Filter bank temporally local canonical correlation analysis for short time window SSVEPs classification. Cognitive Neurodynamics. 14: 689-696. PMID 33014181 DOI: 10.1007/s11571-020-09620-7   
2020 Lin X, Wang L, Ohtsuki T. Online Recursive ICA Algorithm Used for Motor Imagery EEG Signal. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 502-505. PMID 33018037 DOI: 10.1109/EMBC44109.2020.9176484   
2020 Liu Y, Yuan Y, Balta C, Liu J. A Light-Weight Deep-Learning Model with Multi-Scale Features for Steel Surface Defect Classification. Materials (Basel, Switzerland). 13. PMID 33081388 DOI: 10.3390/ma13204629   
2020 Wei W, Qiu S, Ma X, Li D, Wang B, He H. Reducing Calibration Efforts in RSVP Tasks with Multisource Adversarial Domain Adaptation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32924941 DOI: 10.1109/TNSRE.2020.3023761   
2020 Wang Z, Yang J, Jiang H, Fan X. CNN Training with Twenty Samples for Crack Detection via Data Augmentation. Sensors (Basel, Switzerland). 20. PMID 32867223 DOI: 10.3390/s20174849   
2020 Mowla MR, Gonzalez-Morales JD, Rico-Martinez J, Ulichnie DA, Thompson DE. A Comparison of Classification Techniques to Predict Brain-Computer Interfaces Accuracy Using Classifier-Based Latency Estimation. Brain Sciences. 10. PMID 33066374 DOI: 10.3390/brainsci10100734   
2020 Yeaser A, Tung J, Huissoon J, Hashemi E. Learning-Aided User Intent Estimation for Smart Rollators. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3178-3183. PMID 33018680 DOI: 10.1109/EMBC44109.2020.9175610   
2020 Colorado JD, Calderon F, Mendez D, Petro E, Rojas JP, Correa ES, Mondragon IF, Rebolledo MC, Jaramillo-Botero A. A novel NIR-image segmentation method for the precise estimation of above-ground biomass in rice crops. Plos One. 15: e0239591. PMID 33017406 DOI: 10.1371/journal.pone.0239591   
2020 Pancholi S, Joshi AM. Advanced Energy Kernel-Based Feature Extraction Scheme for Improved EMG-PR-Based Prosthesis Control Against Force Variation. Ieee Transactions On Cybernetics. PMID 32946409 DOI: 10.1109/TCYB.2020.3016595   
2020 Lim J, Wang PT, Shaw SJ, Armacost M, Gong H, Liu CY, Do AH, Heydari P, Nenadic Z. Pre-whitening and Null Projection as an Artifact Suppression Method for Electrocorticography Stimulation in Bi-Directional Brain Computer Interfaces. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3493-3496. PMID 33018756 DOI: 10.1109/EMBC44109.2020.9175760   
2020 Tran XT, Oh H. A modified generic second order algorithm with fixed-time stability. Isa Transactions. PMID 33059902 DOI: 10.1016/j.isatra.2020.10.021   
2020 Wang L, Wan X, Xiao G, Liang J. Sequential adaptive estimation for spectral reflectance based on camera responses. Optics Express. 28: 25830-25842. PMID 32906865 DOI: 10.1364/OE.389614   
2020 Pathan MS, Pradhan SM, Selvam TP. Machine Learning Algorithms for Identification of Abnormal Glow Curves and Associated Abnormality in Caso4:Dy-Based Personnel Monitoring Dosimeters. Radiation Protection Dosimetry. PMID 32857133 DOI: 10.1093/rpd/ncaa108   
2020 Kaur R, Korolkov M, Hernandez ME, Sowers R. Automatic Identification of Brain Independent Components in Electroencephalography Data Collected while Standing in a Virtually Immersive Environment - A Deep Learning-Based Approach. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 95-98. PMID 33017939 DOI: 10.1109/EMBC44109.2020.9175741   
2020 Chen J, Zhang K, Wang L, Yang M. Design of a High Precision Ultrasonic Gas Flowmeter. Sensors (Basel, Switzerland). 20. PMID 32858827 DOI: 10.3390/s20174804   
2020 Tang C, Dou L. An Improved Game Theory-Based Cooperative Localization Algorithm for Eliminating the Conflicting Information of Multi-Sensors. Sensors (Basel, Switzerland). 20. PMID 33003410 DOI: 10.3390/s20195579   
2020 Liu F, Wang L, Lou Y, Li RC, Purdon PL. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Ieee Transactions On Medical Imaging. PMID 32956052 DOI: 10.1109/TMI.2020.3025608   
2020 Tacke M, Kochs EF, Mueller M, Kramer S, Jordan D, Schneider G. Machine learning for a combined electroencephalographic anesthesia index to detect awareness under anesthesia. Plos One. 15: e0238249. PMID 32845935 DOI: 10.1371/journal.pone.0238249   
2020 Zhao Y, Huang Y, Wu H, Zhang M, Liu Z, Ding S. Negentropy-Based Sparsity-Promoting Reconstruction with Fast Iterative Solution from Noisy Measurements. Sensors (Basel, Switzerland). 20. PMID 32962241 DOI: 10.3390/s20185384   
2020 Song X, Aguilar L, Yoon SC. AA Comparison of Dynamic Modeling Approaches for Epileptic EEG Detection and Classification. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 523-527. PMID 33018042 DOI: 10.1109/EMBC44109.2020.9175979