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2019

Ravi, A., S. Pearce, X. Zhang, and N. Jiang, "User-Specific Channel Selection Method to Improve SSVEP BCI Decoding Robustness Against Variable Inter-Stimulus Distance", 9th International IEEE/EMBS Conference on Neural Engineering (NER): IEEE, 03/2019.
Zhang, X., G. Xu, X. Mou, A. Ravi, M. Li, Y. Wang, and N. Jiang, "A Convolutional Neural Network for the Detection of Asynchronous Steady State Motion Visual Evoked Potential", IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol. 27, issue 6, 06/0219, 2019.
Chen, M. Lin, D. Fu, J. Boger, and N. Jiang, "Age-related Changes in Vibro-tactile EEG Response and its implications in BCI applications: a comparison between older and younger populations", IEEE Transactions on Neural Systems and Rehabilitation Engineering, 01/2019.
Mrachacz-Kersting, N., A. J. T. Stevenson, H. R. M. Jørgensen, K. Eg Severinsen, S. Aliakbaryhosseinabadi, N. Jiang, and D. Farina, "Brain-State Dependent Stimulation boosts functional recovery following stroke", Annals of Neurology, vol. 85, pp. 11, 01/2019.
Aliakbaryhosseinabadi, S., E. N. Kamavuako, N. Jiang, D. Farina, and N. Mrachacz-Kersting, "Classification of Movement Preparation between Attended and Distracted Self-Paced Motor Tasks", IEEE Transactions on Biomedical Engineering, 02/2019.
Xu, R., S. Dosen, N. Jiang, L. Yao, A. Farooq, M. Jochumsen, N. Mrachacz-Kersting, K. Dremstrup, and D. Farina, "Continuous 2-D Control via State-Machine triggered by Endogenous Sensory Discrimination and a Fast Brain Switch", Journal of Neural Engineering, 04/1991, 2019.
He, J., X. Sheng, X. Zhu, and N. Jiang, "Electrode density affects the robustness of myoelectric pattern recognition system with and without electrode shift", IEEE Journal of Biomedical and Health Informatics, vol. 23, pp. 8, 01/2019.
Yao, L., X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Sensory Stimulation Training for BCI System based on Somatosensory Attentional Orientation", IEEE Transactions on Biomedical Engineering, vol. 66, pp. 6, 03/2019.
He, J., X. Sheng, X. Zhu, C. Jiang, and N. Jiang, "Spatial Information Enhances Myoelectric Control Performance with Only Two Channels", IEEE Transactions on Industrial Informatics, vol. 15, pp. 7, 02/2019.

2018

Chen, M. Lin, D. Fu, J. Boger, and N. Jiang, "Aging Effects On The Performance Of A Brain-Computer Interface", the Proceedings of the 41st Conference of The Canadian Medical and Biological Engineering/La Societe Canadiénné de Génie Biomédical, 05/2018.
Yao, L., X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "A multi-class tactile brain-computer interface based on stimulus-induced oscillatory dynamics", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, issue 1, pp. 10, 2018.
Mrachacz-Kersting, N., A. J. T. Stevenson, H. R. M. Jørgensen, K. Eg Severinsen, S. Aliakbaryhosseinabadi, N. Jiang, and D. Farina, "Brain-State Dependent Stimulation boosts functional recovery following stroke", Annals of Neurology, 2018.
Mrachacz‐Kersting, N., A. J. T. Stevenson, H. R. M. Jørgensen, K. Eg Severinsen, S. Aliakbaryhosseinabadi, N. Jiang, and D. Farina, "Brain‐State Dependent Stimulation boosts functional recovery following stroke", Annals of Neurology, 11/2018.
Ding, L., X. Wang, X. Guo, shugeng. Chen, H. Wang, N. Jiang, and J. Jia, "Camera-based Mirror Visual Feedback: Potential to Improve Motor Preparation in Stroke Patients", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. Early Access, issue 1, Aug/2018.
Yao, L., X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Decoding covert somatosensory attention by a BCI system calibrated with tactile sensation", IEEE Transactions on Biomedical Engineering, vol. 65, issue 8, Feb. 2018.
He, J., X. Sheng, X. Zhu, and N. Jiang, "Electrode density affects the robustness of myoelectric pattern recognition system with and without electrode shift", IEEE Journal of Biomedical and Health Informatics, 2018.
Shu, X., shugeng. Chen, L. Yao, X. Sheng, D. Zhang, N. Jiang, J. Jia, and X. Zhu, "Fast Recognition of BCI-inefficient Users Using Physiological Features from EEG Signals: A Screening Study of Stroke Patients", Frontiers in Neuroscience, 02/2018.
Vujaklija, I., V. Shalchyan, E. Nlandu Kamavuako, N. Jiang, H. R. Marateb, and D. Farina, "Online Mapping of EMG signals into kinematics by Autoencoding", Journal of NeuroEngineering and Rehabilitation, vol. 15, issue 21, Mar/2018.
Yao, L., X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Performance of Brain-Computer Interfacing Based on Tactile Selective Sensation and Motor Imagery", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, issue 1, pp. 68, 2018.
Lin, C., B. Wang, N. Jiang, and D. Farina, "Robust Extraction of Basis Functions for Simultaneous and Proportional Myoelectric Control via Sparse Non-negative Matrix Factorization", Journal of Neural Engineering, vol. 15, issue 2, 02/2018.
Yao, L., X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Sensory Stimulation Training for BCI System based on Somatosensory Attentional Orientation", IEEE Transactions on Biomedical Engineering, vol. Early Access, issue 1, Aug/2018.
He, J., X. Sheng, X. Zhu, C. Jiang, and N. Jiang, "Spatial Information Enhances Myoelectric Control Performance with Only Two Channels", IEEE Transactions on Industrial Informatics, 09/2018.
He, J., H. Luo, J. Jia, J. T. W. Yeow, and N. Jiang, "Wrist and Finger Gesture Recognition with Single-element A-mode Ultrasound signal: A Comparison with Single-channel Surface Electromyogram", IEEE Transactions on Biomedical Engineering, 2018.

2017

Muceli, S., V. Ivan, N. Jiang, A. Sebastain, B. Graiman, O. Aszmann, and D. Farina, "A Biologically-Inspired Robust Control System for Myoelectric Control", Converging Clinical and Engineering Research on Neurorehabilitation II, 2, vol. 15, 2017.
Yao, L., X. Sheng, D. Zhang, N. Jiang, D. Farina, and X. Zhu, "A BCI System based on Somatosensory Attentional Orientation", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, issue One, 01/2017.
Yao, L., X. Sheng, D. Zhang, N. Jiang, N. Mrachacz-Kersting, X. Zhu, and D. Farina, "A stimulus-independent hybrid BCI based on Motor Imagery and Somatosensory Attentional Orientation", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, pp. 8, 2017.
Aliakaryhosseinabadi, S., E. Nlandu Kamavuako, N. Jiang, D. Farina, and N. Mrachacz-Kersting, "Classification of EEG signals to identify variations in attention during motor task execution", Journal of Neuroscience Methods, vol. 284, issue 1, 04/2017.
He, J., and X. Zhu, "Combining Improved Gray-Level Co-Occurrence Matrix with High Density for Myoelectric Control Robustness to Electrode Shift", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, issue Nine, 09/2017.
Yao, L., X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Decoding covert somatosensory attention by a BCI system calibrated with tactile sensation", IEEE Transactions on Biomedical Engineering, vol. In Press, 2017.
Karimi, F., J. Kofman, N. Mrachacz-Kersting, D. Farina, and N. Jiang, "Detection of Movement Related Cortical Potentials from EEG Using Constrained ICA for Brain-Computer Interface Applications", Frontiers in Neuroscience, vol. 11, 2017.
Aliakbaryhosseinabadi, S., V. Kostic, A. Pavlovic, S. Radovanovic, E. Nlandu Kamavuako, N. Jiang, L. Petrini, K. Dremstrup, D. Farina, and N. Mrachacz-Kersting, "Influence of Attention Alternation on Movement-Related Cortical Potentials in Healthy Individuals and Stroke Patients", Clinical Neurophysiology, vol. 128, 01/2017.
Aliakbaryhosseinabadi, S., E. Nlandu Kamavuako, N. Jiang, D. Farina, and N. Mrachacz-Kersting, "Influence of dual-rasking with different levels of attention diversion on characteristics of the movement-related cortical potential", Brain Research, 07/2017.
Farina, D., I. Vujaklija, T. Kapelner, M. Sartori, F. Negro, N. Jiang, K. Bergmeister, A. Andalib, J. Principe, and O. Aszmann, "Man/machine Interface Based on the Discharge Timings of Spinal Motor Neurons after Targeted Muscle Reinnervation", Nature Biomedical Engineering, vol. 1, 2017.
Tolooshams, B., and N. Jiang, "Robustness of Frequency Division Technique for Online Myoelectric Pattern Recognition against Contraction-Level Variation", Frontiers in Bioengineering and Biotechnology, vol. 5, 2017.
Mrachacz-Kersting, N., M. Voigt, A. Stevenson, S. Aliakbaryhosseinabadi, N. Jiang, K. Dremstrup, and D. Farina, "The Effect of Type of Afferent Feedback Timed with Motor Imagery on the Induction of Cortical Plasticity", Brain Research, vol. 1674, 11/2017.
Pan, L., D. Zhang, N. Jiang, X. Sheng, and X. Zhu, "Transcranial Direct Current Stimulation versus User Training on Improving Online Myoelectric Control for Amputees", Journal of Neural Engineering, vol. 4, issue 14, 2017.

2016

Yao, L., X. Sheng, D. Zhang, N. Jiang, D. Farina, and X. Zhu, "A BCI System based on Somatosensory Attentional Orientation”, IEEE Transactions on Neural Systems and Rehabilitation Engineering", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, 05/16, 2016.
Hofmann, D., N. Jiang, I. Vujaklija, and D. Farina, "Bayesian Filtering of Surface EMG for Accurate Simultaneous and Proportional Prosthetic Control", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, issue 12, 12/2016.
Hahne, J. M., N. Jiang, D. Farina, and D. Liebetanz, "Chronic Subcutaneous Electrode Implants for Improving Robustness in Myoelectric Control", Frontiers in Neuroscience, vol. 10, 03/2016.
Hahne, J. M., D. Farina, N. Jiang, and D. Liebetanz, "Chronic Subcutaneous Electrode Implants for Improving Robustness in Myoelectric Control", Frontiers in Neuroscience, 03/2016.
Lin, C., B. Wang, N. Jiang, R. Xu, N. Mrachacz-Kersting, and D. Farina, "Discriminative Manifold Learning Based Detection of Movement-Related Cortical Potentials", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 9, 09/16, 2016.
Mrachacz-Kersting, N., N. Jiang, A. James Thom Stevenson, I. Khan Niazi, V. Kostic, A. Pavlovic, S. Radovanovic, M. Djuric-Jovicic, F. Agosta, K. Dremstrup, et al., "Efficient Neuroplasticity Induction in Chronic Stroke Patients by an Associative Brain-Computer Interface", Journal of Neurophysiology, vol. 115, issue Three, 03/2016.
Xu, R., N. Jiang, S. Dosen, C. Lin, N. Mrachacz-Kersting, K. Dremstrup, and D. Farina, "Endogenous Sensory Discrimination and Selection by a Fast Brain Switch for a High Transfer Rate Brain-Computer Interface", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, issue Eight, 08/2016.
Xu, R., N. Jiang, N. Mrachacz-Kersting, K. Dremstrup, and D. Farina, "Factors of Influence on the Performance of a Short-Latency Non-Invasive Brain Switch: Evidence in Healthy Individuals and Implication for Motor Function Rehabilitation", Frontiers in Neuroscience, vol. Nine, issue 527, 01/2016.
Kapelner, T., N. Jiang, A. Holobar, I. Vujaklija, A. D. Roche, D. Farina, and O. C. Aszmann, "Motor Unit Characteristics after Targeted Muscle Reinnervation", PLOS ONE, 02/2016.
Liu, J., X. Sheng, D. Zhang, J. He, and X. Zhu, "Reduced Daily Re- calibration of Myoelectric Prosthesis Classifiers Based on Domain Adaptation", IEEE Journal of Biomedical and Health Informatics, vol. 20, issue One, 01/2016.
Liu, J., X. Sheng, D. Zhang, N. Jiang, and X. Zhu, "Towards Zero Retraining for Myoelectric Control Based on Common Model Component Analysis", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, issue Four, 04/2016.

2015

He, J., D. Zhang, X. Sheng, and X. Zhu, "A Comparison of Open-Loop and Closed-Loop Adaptive Calibration for Pattern Recognition based Myoelectric Control", 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, Engineering in Medicine and Biology Society (EMBC), 08/2015.
Yao, L., and D. Farina, "Decoding of the Endogenous Somatic Attention by Utilizing Brain Signals Induced from Tactile Selective Sensation", The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, Engineering in Medicine and Biology Society (EMBC), 08/2015.
Jiang, N., L. Gizzi, N. Mrachacz-Kersting, K. Drumstrup, and D. Farina, "A Brain Computer Interface for Single-trial Detection of Gait Initiation from Movement Related Cortical Potentials", Clinical Neurophysiology, vol. 126, 01/2015.
Yao, L., J. Meng, X. Sheng, D. Zhang, and X. Zhu, "A Novel Calibration and Task Guidance Framework for Motor Imagery BCI via a Tendon Vibration Induced Sensation with Kinesthesia Illusion", Journal of Neural Engineering, vol. 12, 12/2014, 2015.
Jochumsen, M., I. Khan Niazi, N. Mrachacz-Kersting, N. Jiang, D. Farina, and K. Dremstrup, "Comparison of Spatial Filters and Features for the Detection and Classification of Movement-related Cortical Potentials in Healthy Individuals and Stroke Patients", Journal of Neural Engineering, vol. 12, issue Five, 07/2015.
Aliakbaryhosseinabadi, S., N. Jiang, A. Vuckovicc, K. Dremstrup, D. Farina, and N. Mrachacz-Kersting, "Detection and comparison of movement intention from single-trial movement-related cortical potentials with random and non-random cued paradigms", Brain Computer Interfaces, 01/2015.
Aliakbaryhosseinabadi, S., N. Jiang, A. Vuckovic, K. Dremstrup, D. Farina, and N. Mrachacz-Kersting, "Detection of Movement Intention From Single-trial Movement-related Cortical Potentials Using Random and Non-random Paradigms", Brain-Computer Interfaces, vol. Two, issue One, 06/2015.
Pan, L., D. Zhang, N. Jiang, X. Sheng, and X. Zhu, "Improving Robustness against Electrode Shift of High Density EMG for Myoelectric Control through Common Spatial Patterns", Journal of NeuroEngineering and Rehabilitation, 2015.
He, J., D. Zhang, X. Sheng, S. Li, and X. Zhu, "Invariant Surface EMG Feature Against Varying Contraction Level for Myoelectric Control Based on Muscle Coordination", IEEE Journal of Biomedical and Health Informatics, vol. 19, issue Three, 05/2015.
Siomau, M., and N. Jiang, "Myoelectric Control of Artificial Limb Inspired by Quantum Information Processing", Physica Scripta, vol. 90, issue Three, 02/2015.
Meng, J., L. Yao, X. Sheng, D. Zhang, and X. Zhu, "Simultaneously Optimizing Spatial Spectral Features Based on Mutual Information for EEG Classification", IEEE Transactions on Biomedical Engineering, vol. 62, issue One, 01/2015.
He, J., D. Zhang, N. Jiang, X. Sheng, D. Farina, and X. Zhu, "User Adaptation in Long-term, Open-loop Myoelectric Training: Implications for EMG Pattern Recognition in Prosthesis Control", Journal of Neural Engineering, vol. 12, issue Four, 06/2016, 2015.
Shu, X., L. Yao, J. Meng, X. Sheng, and X. Zhu, "Visual Stimulus Background Effects on SSVEP-based BCI Towards a Practical Robot Car Control", International Journal of Humanoid Robotics, vol. 12, issue Two, 06/2015.

2014

Jiang, N., L. Gizzi, N. Mrachacz-Kersting, K. Dremstrup, and D. Farina, "A Brain Computer Interface for Single-trial Detection of Gait Initiation from Movement Related Cortical Potentials", Clinical Neurophysiology, vol. 126, issue One, 05/2014.
Xu, R., N. Jiang, N. Mrachacz-Kerstin, C. Lin, G. Asin, J. Moreno, J. Pons, K. Dremstrup, and D. Farina, "A Closed-Loop Brain–Computer Interface Triggering an Active Ankle–Foot Orthosis for Inducing Cortical Neural Plasticity", IEEE Transactions on Biomedical Engineering, vol. 16, 07/2014.
Xu, R., N. Jiang, C. Lin, N. Mrachacz-Kerstin, K. Dremstrup, and D. Farina, "Enhanced Low-latency Detection of Motor Intention from EEG for Closed-loop Brain-Computer Interface Applications", IEEE Transactions on Biomedical Engineering, 02/2014.
Xu, R., N. Jiang, A. Vuckovic, M. Hasan, N. Mrachacz-Kersting, D. Allan, M. Fraser, B. Nasseroleslami, B. Conway, K. Dremstrup, et al., "Movement-related cortical potentials in paraplegic patients: abnormal patterns and considerations for BCI-rehabilitation", Frontiers in Neuroengineering, 08/2014.

2013

Niazi, I. K., N. Jiang, M. Jochumsen, J. F. Nielsen, K. Dremstrup, and D. Farina, "Detection of movement-related cortical potentials based on subject-independent training", Medical & Biological Engineering & Computing, vol. 51, 05/2013.

2012

Niazi, I., N. Mrachacz-Kersting, N. Jiang, N. Kim, and D. Farina, "Peripheral electrical stimulation triggered by self-paced detection of motor intention enhances Motor Evoked Potentials", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 20, 07/2012.

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