Timothy R. Mullen, Ph.D. - Related publications

2014 Cognitive Science University of California, San Diego, La Jolla, CA 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Singh SA, Meitei TG, Devi ND, Majumder S. A deep neural network approach for P300 detection-based BCI using single-channel EEG scalogram images. Physical and Engineering Sciences in Medicine. PMID 34550551 DOI: 10.1007/s13246-021-01057-4   
2021 Kwessi EA, Edwards LJ. Analysis of EEG Data Using Complex Geometric Structurization. Neural Computation. 33: 1942-1969. PMID 34411273 DOI: 10.1162/neco_a_01398   
2021 Appriou A, Pillette L, Trocellier D, Dutartre D, Cichocki A, Lotte F. BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification. Sensors (Basel, Switzerland). 21. PMID 34502629 DOI: 10.3390/s21175740   
2021 Zheng J, Liang M, Sinha S, Ge L, Yu W, Ekstrom A, Hsieh F. time-frequency analysis of scalp EEG with Hilbert-Huang transform and deep learning. Ieee Journal of Biomedical and Health Informatics. PMID 34516381 DOI: 10.1109/JBHI.2021.3110267   
2021 Mohdiwale S, Sahu M, Sinha GR, Nisar H. Investigating Feature Ranking Methods for Sub-Band and Relative Power Features in Motor Imagery Task Classification. Journal of Healthcare Engineering. 2021: 3928470. PMID 34616530 DOI: 10.1155/2021/3928470   
2021 Zhang S, Yan X, Wang Y, Liu B, Gao X. Modulation of brain states on fractal and oscillatory power of EEG in brain-computer interfaces. Journal of Neural Engineering. PMID 34517346 DOI: 10.1088/1741-2552/ac2628   
2021 Hou Y, Chen T, Lun X, Wang F. A novel method for classification of multi-class motor imagery tasks based on feature fusion. Neuroscience Research. PMID 34508756 DOI: 10.1016/j.neures.2021.09.002   
2021 Di Y, An X, Zhong W, Liu S, Ming D. The Time-Robustness Analysis of Individual Identification Based on Resting-State EEG. Frontiers in Human Neuroscience. 15: 672946. PMID 34588964 DOI: 10.3389/fnhum.2021.672946   
2021 Wang X, Lu H, Shen X, Ma L, Wang Y. Prosthetic control system based on motor imagery. Computer Methods in Biomechanics and Biomedical Engineering. 1-8. PMID 34533381 DOI: 10.1080/10255842.2021.1977800   
2021 Huang Y, Jin J, Xu R, Miao Y, Liu C, Cichocki A. Multi-view Optimization of Time-frequency Common Spatial Patterns for Brain-computer Interfaces. Journal of Neuroscience Methods. 109378. PMID 34626685 DOI: 10.1016/j.jneumeth.2021.109378   
2021 Zhang H, Zhu L, Xu S, Cao J, Kong W. Two Brains, One Target: Design of a Multi-level Information Fusion Model Based on Dual-subject RSVP. Journal of Neuroscience Methods. 109346. PMID 34474046 DOI: 10.1016/j.jneumeth.2021.109346   
2021 Sadeghijam M, Talebian S, Mohsen S, Akbari M, Pourbakht A. Shannon entropy measures for EEG signals in tinnitus. Neuroscience Letters. 762: 136153. PMID 34352341 DOI: 10.1016/j.neulet.2021.136153   
2021 Barborica A, Mindruta I, Sheybani L, Spinelli L, Oane I, Pistol C, Donos C, López-Madrona VJ, Vulliemoz S, Bénar CG. Extracting seizure onset from surface EEG with independent component analysis: Insights from simultaneous scalp and intracerebral EEG. Neuroimage. Clinical. 32: 102838. PMID 34624636 DOI: 10.1016/j.nicl.2021.102838   
2021 Madanu R, Rahman F, Abbod MF, Fan SZ, Shieh JS. Depth of anesthesia prediction via EEG signals using convolutional neural network and ensemble empirical mode decomposition. Mathematical Biosciences and Engineering : Mbe. 18: 5047-5068. PMID 34517477 DOI: 10.3934/mbe.2021257   
2021 ElSayed NE, Tolba AS, Rashad MZ, Belal T, Sarhan S. Multimodal analysis of electroencephalographic and electrooculographic signals. Computers in Biology and Medicine. 137: 104809. PMID 34517160 DOI: 10.1016/j.compbiomed.2021.104809   
2021 Chen YF, Chen YF, Fan SZ, Abbod MF, Shieh JS, Zhang M. Electroencephalogram variability analysis for monitoring depth of anesthesia. Journal of Neural Engineering. PMID 34695812 DOI: 10.1088/1741-2552/ac3316   
2021 Zhang Y, Cai H, Nie L, Xu P, Zhao S, Guan C. An end-to-end 3D convolutional neural network for decoding attentive mental state. Neural Networks : the Official Journal of the International Neural Network Society. 144: 129-137. PMID 34492547 DOI: 10.1016/j.neunet.2021.08.019   
2021 Zhang J, Siegle GJ, Sun T, D'andrea W, Krafty RT. Interpretable principal component analysis for multilevel multivariate functional data. Biostatistics (Oxford, England). PMID 34545394 DOI: 10.1093/biostatistics/kxab018   
2021 Yan Y, Zhou H, Huang L, Cheng X, Kuang S. A Novel Two-Stage Refine Filtering Method for EEG-Based Motor Imagery Classification. Frontiers in Neuroscience. 15: 657540. PMID 34539326 DOI: 10.3389/fnins.2021.657540   
2021 Guan S, Li J, Wang F, Yuan Z, Kang X, Lu B. Discriminating three motor imagery states of the same joint for brain-computer interface. Peerj. 9: e12027. PMID 34513337 DOI: 10.7717/peerj.12027   
2021 Zhao N, Lu D, Hou K, Chen M, Wei X, Zhang X, Hu B. Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography. Entropy (Basel, Switzerland). 23. PMID 34682022 DOI: 10.3390/e23101298   
2021 Chen X, Zheng Y, Dong C, Song S. Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network. Frontiers in Neuroinformatics. 15: 605729. PMID 34489667 DOI: 10.3389/fninf.2021.605729   
2021 Mukhtar H, Qaisar SM, Zaguia A. Deep Convolutional Neural Network Regularization for Alcoholism Detection Using EEG Signals. Sensors (Basel, Switzerland). 21. PMID 34450899 DOI: 10.3390/s21165456   
2021 Chaabene S, Bouaziz B, Boudaya A, Hökelmann A, Ammar A, Chaari L. Convolutional Neural Network for Drowsiness Detection Using EEG Signals. Sensors (Basel, Switzerland). 21. PMID 33802357 DOI: 10.3390/s21051734   
2021 Chu JP, Kemere CT. GhostiPy: an efficient signal processing and spectral analysis toolbox for large data. Eneuro. PMID 34556557 DOI: 10.1523/ENEURO.0202-21.2021   
2021 Xu F, Miao Y, Sun Y, Guo D, Xu J, Wang Y, Li J, Li H, Dong G, Rong F, Leng J, Zhang Y. A transfer learning framework based on motor imagery rehabilitation for stroke. Scientific Reports. 11: 19783. PMID 34611209 DOI: 10.1038/s41598-021-99114-1   
2021 Zhou G, Noto T, Sharma A, Yang Q, González Otárula KA, Tate M, Templer JW, Lane G, Zelano C. HFOApp: A MATLAB graphical user interface for high frequency oscillation marking. Eneuro. PMID 34544760 DOI: 10.1523/ENEURO.0509-20.2021   
2021 Al-Qazzaz NK, Alyasseri ZAA, Abdulkareem KH, Ali NS, Al-Mhiqani MN, Guger C. EEG feature fusion for motor imagery: A new robust framework towards stroke patients rehabilitation. Computers in Biology and Medicine. 137: 104799. PMID 34478922 DOI: 10.1016/j.compbiomed.2021.104799   
2021 Nieto N, Ibarrola FJ, Peterson V, Rufiner HL, Spies R. Extreme Learning Machine Design for Dealing with Unrepresentative Features. Neuroinformatics. PMID 34586607 DOI: 10.1007/s12021-021-09541-8   
2021 Pan Y, Tsang IW, Lyu Y, Singh AK, Lin CT. Online Mental Fatigue Monitoring via Indirect Brain Dynamics Evaluation. Neural Computation. 33: 1616-1655. PMID 34496386 DOI: 10.1162/neco_a_01382   
2021 Weinstein SM, Vandekar SN, Adebimpe A, Tapera TM, Robert-Fitzgerald T, Gur RC, Gur RE, Raznahan A, Satterthwaite TD, Alexander-Bloch AF, Shinohara RT. A simple permutation-based test of intermodal correspondence. Human Brain Mapping. PMID 34519385 DOI: 10.1002/hbm.25577   
2021 Zheng Z, Dong X, Yao J, Zhou L, Ding Y, Chen A. Identification of Epileptic EEG Signals Through TSK Transfer Learning Fuzzy System. Frontiers in Neuroscience. 15: 738268. PMID 34566574 DOI: 10.3389/fnins.2021.738268   
2021 Dong X, Kong Y, Xu Y, Zhou Y, Wang X, Xiao T, Chen B, Lu Y, Cheng G, Zhou W. Development and validation of Auto-Neo-electroencephalography (EEG) to estimate brain age and predict report conclusion for electroencephalography monitoring data in neonatal intensive care units. Annals of Translational Medicine. 9: 1290. PMID 34532427 DOI: 10.21037/atm-21-1564   
2021 Jin J, Wang Z, Xu R, Liu C, Wang X, Cichocki A. Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. Ieee Transactions On Neural Networks and Learning Systems. PMID 34648459 DOI: 10.1109/TNNLS.2021.3118468   
2021 Jeong JH, Choi JH, Kim KT, Lee SJ, Kim DJ, Kim HM. Multi-Domain Convolutional Neural Networks for Lower-Limb Motor Imagery Using Dry vs. Wet Electrodes. Sensors (Basel, Switzerland). 21. PMID 34640992 DOI: 10.3390/s21196672   
2021 Zhu Q, Yang J, Xu B, Hou Z, Sun L, Zhang D. Multimodal Brain Network Jointly Construction and Fusion for Diagnosis of Epilepsy. Frontiers in Neuroscience. 15: 734711. PMID 34658773 DOI: 10.3389/fnins.2021.734711   
2021 Uchitel J, Vidal-Rosas EE, Cooper RJ, Zhao H. Wearable, Integrated EEG-fNIRS Technologies: A Review. Sensors (Basel, Switzerland). 21. PMID 34577313 DOI: 10.3390/s21186106   
2021 Hsu CH, Wu YN. Application of Empirical Mode Decomposition for Decoding Perception of Faces Using Magnetoencephalography. Sensors (Basel, Switzerland). 21. PMID 34577441 DOI: 10.3390/s21186235   
2021 Bologna LL, Smiriglia R, Curreri D, Migliore M. The EBRAINS NeuroFeatureExtract: An Online Resource for the Extraction of Neural Activity Features From Electrophysiological Data. Frontiers in Neuroinformatics. 15: 713899. PMID 34512300 DOI: 10.3389/fninf.2021.713899   
2021 Dogan A, Akay M, Barua PD, Baygin M, Dogan S, Tuncer T, Dogru AH, Acharya UR. PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition. Computers in Biology and Medicine. 138: 104867. PMID 34543892 DOI: 10.1016/j.compbiomed.2021.104867   
2021 Wu C, Ferreira F, Fox M, Harel N, Hattangadi-Gluth J, Horn A, Jbabdi S, Kahan J, Oswal A, Sheth SA, Tie Y, Vakharia V, Zrinzo L, Akram H. Clinical Applications of Magnetic Resonance Imaging Based Functional and Structural Connectivity. Neuroimage. 118649. PMID 34648960 DOI: 10.1016/j.neuroimage.2021.118649   
2021 Zhao Y, Dai G, Borghini G, Zhang J, Li X, Zhang Z, Aricò P, Di Flumeri G, Babiloni F, Zeng H. Label-Based Alignment Multi-Source Domain Adaptation for Cross-Subject EEG Fatigue Mental State Evaluation. Frontiers in Human Neuroscience. 15: 706270. PMID 34658814 DOI: 10.3389/fnhum.2021.706270   
2021 Farahibozorg SR, Bijsterbosch JD, Gong W, Jbabdi S, Smith SM, Harrison SJ, Woolrich MW. Hierarchical modelling of functional brain networks in population and individuals from big fMRI data. Neuroimage. 118513. PMID 34450262 DOI: 10.1016/j.neuroimage.2021.118513   
2021 Chen W, Kirkby L, Kotzev M, Song P, Gilron R, Pepin B. The Role of Large-Scale Data Infrastructure in Developing Next-Generation Deep Brain Stimulation Therapies. Frontiers in Human Neuroscience. 15: 717401. PMID 34552476 DOI: 10.3389/fnhum.2021.717401   
2021 Zhu B, Shin U, Shoaran M. Closed-Loop Neural Prostheses with On-Chip Intelligence: A Review and A Low-Latency Machine Learning Model for Brain State Detection. Ieee Transactions On Biomedical Circuits and Systems. PMID 34529573 DOI: 10.1109/TBCAS.2021.3112756   
2021 Bhardwaj H, Tomar P, Sakalle A, Ibrahim W. EEG-Based Personality Prediction Using Fast Fourier Transform and DeepLSTM Model. Computational Intelligence and Neuroscience. 2021: 6524858. PMID 34603433 DOI: 10.1155/2021/6524858   
2021 Dai Y, Duan F, Feng F, Sun Z, Zhang Y, Caiafa CF, Marti-Puig P, Solé-Casals J. A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition. Entropy (Basel, Switzerland). 23. PMID 34573795 DOI: 10.3390/e23091170   
2021 Singh K, Malhotra J. Deep learning based smart health monitoring for automated prediction of epileptic seizures using spectral analysis of scalp EEG. Physical and Engineering Sciences in Medicine. PMID 34468965 DOI: 10.1007/s13246-021-01052-9   
2021 Sainju AM, He W, Jiang Z, Yan D, Chen H. Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. Frontiers in Big Data. 4: 707951. PMID 34381996 DOI: 10.3389/fdata.2021.707951   
2021 Yevtushenko P, Goubergrits L, Gundelwein L, Setio A, Heimann T, Ramm H, Lamecker H, Kuehne T, Meyer A, Schafstedde M. Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modelling of Hemodynamics. Ieee Journal of Biomedical and Health Informatics. PMID 34591773 DOI: 10.1109/JBHI.2021.3116764