Amy L. Orsborn, Ph.D. - Related publications

2018- Electrical & Computer Engineering, Bioengineering University of Washington, Seattle, Seattle, WA 
Motor Control, Brain-Machine Interfaces
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Kim MK, Sohn JW, Kim SP. Finding Kinematics-Driven Latent Neural States from Neuronal Population Activity for Motor Decoding. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 34550888 DOI: 10.1109/TNSRE.2021.3114367   
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 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 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 Affan M, Uddin R. Brain Emotional Learning and Adaptive Model Predictive Controller for Induction Motor Drive: A New Cascaded Vector Control Topology. International Journal of Control, Automation, and Systems. 1-14. PMID 34335124 DOI: 10.1007/s12555-020-0306-z   
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 Anand A, Sen S, Roy K. Quantifying the Brain Predictivity of Artificial Neural Networks With Nonlinear Response Mapping. Frontiers in Computational Neuroscience. 15: 609721. PMID 34504416 DOI: 10.3389/fncom.2021.609721   
2021 Vulimiri PS, Deng H, Dugast F, Zhang X, To AC. Integrating Geometric Data into Topology Optimization via Neural Style Transfer. Materials (Basel, Switzerland). 14. PMID 34443073 DOI: 10.3390/ma14164551   
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 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 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 Hart R, Smith H, Zhang Y. Systematic review of automatic assessment systems for resistance-training movement performance: A data science perspective. Computers in Biology and Medicine. 137: 104779. PMID 34454166 DOI: 10.1016/j.compbiomed.2021.104779   
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 Pan H, Song H, Zhang Q, Mi W, Sun J. Auxiliary controller design and performance comparative analysis in closed-loop brain-machine interface system. Biological Cybernetics. PMID 34605976 DOI: 10.1007/s00422-021-00897-3   
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 Li Z, Li S. Neural Network Model-Based Control for Manipulator: An Autoencoder Perspective. Ieee Transactions On Neural Networks and Learning Systems. PMID 34520370 DOI: 10.1109/TNNLS.2021.3109953   
2021 Chang S, Wang J, Liu C, Yi G, Lu M, Che Y, Wei X. A Data Driven Experimental System for Individualized Brain Stimulation Design and Validation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 34478377 DOI: 10.1109/TNSRE.2021.3110275   
2021 Shao Y, Lin JC, Srivastava G, Guo D, Zhang H, Yi H, Jolfaei A. Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34473629 DOI: 10.1109/TNNLS.2021.3105937   
2021 Zhang L, Yang J, Shi C, Lin Y, He W, Zhou X, Yang X, Liu L, Wu N. A Cost-Efficient High-Speed VLSI Architecture for Spiking Convolutional Neural Network Inference Using Time-Step Binary Spike Maps. Sensors (Basel, Switzerland). 21. PMID 34577214 DOI: 10.3390/s21186006   
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 Zhong T, Li D, Wang J, Xu J, An Z, Zhu Y. Fusion Learning for sEMG Recognition of Multiple Upper-Limb Rehabilitation Movements. Sensors (Basel, Switzerland). 21. PMID 34450825 DOI: 10.3390/s21165385   
2021 Cao S, Sun L, Jiang J, Zuo Z. Reinforcement Learning-Based Fixed-Time Trajectory Tracking Control for Uncertain Robotic Manipulators With Input Saturation. Ieee Transactions On Neural Networks and Learning Systems. PMID 34653006 DOI: 10.1109/TNNLS.2021.3116713   
2021 Benyamini M, Zacksenhouse M. Shifts in Estimated Preferred Directions During Simulated BMI Experiments With No Adaptation. Frontiers in Systems Neuroscience. 15: 677688. PMID 34349626 DOI: 10.3389/fnsys.2021.677688   
2021 Sun W, Diao S, Su SF, Sun ZY. Fixed-Time Adaptive Neural Network Control for Nonlinear Systems With Input Saturation. Ieee Transactions On Neural Networks and Learning Systems. PMID 34464271 DOI: 10.1109/TNNLS.2021.3105664   
2021 Zhang J, Niu B, Wang D, Wang H, Duan P, Zong G. Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method. Ieee Transactions On Neural Networks and Learning Systems. PMID 34424847 DOI: 10.1109/TNNLS.2021.3104877   
2021 Firfilionis D, Hutchings F, Tamadoni R, Walsh D, Turnbull M, Escobedo-Cousin E, Bailey RG, Gausden J, Patel A, Haci D, Liu Y, LeBeau FEN, Trevelyan A, Constandinou TG, O'Neill A, et al. A Closed-Loop Optogenetic Platform. Frontiers in Neuroscience. 15: 718311. PMID 34566564 DOI: 10.3389/fnins.2021.718311   
2021 Gauthier DJ, Bollt E, Griffith A, Barbosa WAS. Next generation reservoir computing. Nature Communications. 12: 5564. PMID 34548491 DOI: 10.1038/s41467-021-25801-2   
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 Ahmed A, Maged A, Soliman A, El-Hussieny H, Magdy M. Space deformation based path planning for Mobile Robots. Isa Transactions. PMID 34454713 DOI: 10.1016/j.isatra.2021.08.019   
2021 Li G, Yu J, Chen X. Adaptive Fuzzy Neural Network Command Filtered Impedance Control of Constrained Robotic Manipulators With Disturbance Observer. Ieee Transactions On Neural Networks and Learning Systems. PMID 34587102 DOI: 10.1109/TNNLS.2021.3113044   
2021 Vanattou-Saïfoudine N, Han C, Krause R, Vasilaki E, von der Behrens W, Indiveri G. A robust model of Stimulus-Specific Adaptation validated on neuromorphic hardware. Scientific Reports. 11: 17904. PMID 34504155 DOI: 10.1038/s41598-021-97217-3   
2021 Perić Z, Savić M, Simić N, Denić B, Despotović V. Design of a 2-Bit Neural Network Quantizer for Laplacian Source. Entropy (Basel, Switzerland). 23. PMID 34441074 DOI: 10.3390/e23080933   
2021 Li Y, Zhang J, Xu X, Chin CS. Adaptive Fixed-Time Neural Network Tracking Control of Nonlinear Interconnected Systems. Entropy (Basel, Switzerland). 23. PMID 34573777 DOI: 10.3390/e23091152   
2021 Zhao C, Li B. Artificial Intelligence Auxiliary Algorithm for Wushu Routine Competition Decision Based on Feature Fusion. Journal of Healthcare Engineering. 2021: 1632393. PMID 34422241 DOI: 10.1155/2021/1632393   
2021 Peterson V, Nieto N, Wyser D, Gassert R, Lambercy O, Milone DH, Spies RD. Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces. Ieee Transactions On Bio-Medical Engineering. PMID 34406935 DOI: 10.1109/TBME.2021.3105912   
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 Syah R, Rezaei M, Elveny M, Majidi Nezhad M, Ramdan D, Nesaht M, Davarpanah A. Day-ahead electricity price forecasting using WPT, VMI, LSSVM-based self adaptive fuzzy kernel and modified HBMO algorithm. Scientific Reports. 11: 17375. PMID 34462448 DOI: 10.1038/s41598-021-96501-6   
2021 Ahmed T, Thopalli K, Rikakis T, Turaga P, Kelliher A, Huang JB, Wolf SL. Automated Movement Assessment in Stroke Rehabilitation. Frontiers in Neurology. 12: 720650. PMID 34489855 DOI: 10.3389/fneur.2021.720650   
2021 Qian Y, Hou J, Kwong S, He Y. Deep Magnification-Flexible Upsampling over 3D Point Clouds. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34591759 DOI: 10.1109/TIP.2021.3115385   
2021 Xing X, Chang DE. The Adaptive Dynamic Programming Toolbox. Sensors (Basel, Switzerland). 21. PMID 34451052 DOI: 10.3390/s21165609   
2021 Zhang C, Liu X. Feature Extraction of Ancient Chinese Characters Based on Deep Convolution Neural Network and Big Data Analysis. Computational Intelligence and Neuroscience. 2021: 2491116. PMID 34504520 DOI: 10.1155/2021/2491116   
2021 Hersche M, Lippuner S, Korb M, Benini L, Rahimi A. Near-channel classifier: symbiotic communication and classification in high-dimensional space. Brain Informatics. 8: 16. PMID 34403011 DOI: 10.1186/s40708-021-00138-0   
2021 Chen Z, Wang Y, Song Z. Classification of Motor Imagery Electroencephalography Signals Based on Image Processing Method. Sensors (Basel, Switzerland). 21. PMID 34300386 DOI: 10.3390/s21144646   
2021 Yu J, Cheng S, Shi P, Lin C. Command-Filtered Neuroadaptive Output-Feedback Control for Stochastic Nonlinear Systems With Input Constraint. Ieee Transactions On Cybernetics. PMID 34637391 DOI: 10.1109/TCYB.2021.3115785   
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 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 Li M, Zhang W, Chen Q, He Z. High-throughput hardware deployment of pruned neural network based nonlinear equalization for 100-Gbps short-reach optical interconnect. Optics Letters. 46: 4980-4983. PMID 34598247 DOI: 10.1364/OL.440459   
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 Zhang H, Ming Z, Yan Y, Wang W. Data-Driven Finite-Horizon Tracking Control With Event-Triggered Mechanism for the Continuous-Time Nonlinear Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34633936 DOI: 10.1109/TNNLS.2021.3116464   
2021 Chen Y, Ren C, Liu H, Gu C. Research on slipping-pattern recognition and positioning error compensation of wheeled robot. The Review of Scientific Instruments. 92: 085107. PMID 34470372 DOI: 10.1063/5.0039823