Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm
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Andreea Ioana Sburlea | Gernot R Müller-Putz | Reinmar Josef Kobler | Reinmar J. Kobler | Valeria Mondini | A. Sburlea | G. Müller-Putz | V. Mondini
[1] Trent J. Bradberry,et al. Reconstructing Three-Dimensional Hand Movements from Noninvasive Electroencephalographic Signals , 2010, The Journal of Neuroscience.
[2] José Luis Contreras-Vidal,et al. Decoding center-out hand velocity from MEG signals during visuomotor adaptation , 2009, NeuroImage.
[3] Richard M. Leahy,et al. Brainstorm: A User-Friendly Application for MEG/EEG Analysis , 2011, Comput. Intell. Neurosci..
[4] Z. Gu,et al. Decoding hand movement velocity from electroencephalogram signals during a drawing task , 2010, Biomedical engineering online.
[5] Stefan Haufe,et al. On the interpretation of weight vectors of linear models in multivariate neuroimaging , 2014, NeuroImage.
[6] A. Aertsen,et al. Predominance of Movement Speed Over Direction in Neuronal Population Signals of Motor Cortex: Intracranial EEG Data and A Simple Explanatory Model , 2016, Cerebral cortex.
[7] Andreas Schulze-Bonhage,et al. Prediction of arm movement trajectories from ECoG-recordings in humans , 2008, Journal of Neuroscience Methods.
[8] Y. Benjamini,et al. Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .
[9] Richard A Andersen,et al. Decoding Trajectories from Posterior Parietal Cortex Ensembles , 2008, The Journal of Neuroscience.
[10] Jonathan D. Nelson,et al. Multiple Parietal Reach Regions in Humans: Cortical Representations for Visual and Proprioceptive Feedback during On-Line Reaching , 2009, The Journal of Neuroscience.
[11] Gernot R Müller-Putz,et al. Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks , 2018, Scientific Reports.
[12] Y. Benjamini,et al. Resampling-based false discovery rate controlling multiple test procedures for correlated test statistics , 1999 .
[13] R. Oostenveld,et al. Nonparametric statistical testing of EEG- and MEG-data , 2007, Journal of Neuroscience Methods.
[14] A. P. Georgopoulos,et al. Cortical mechanisms related to the direction of two-dimensional arm movements: relations in parietal area 5 and comparison with motor cortex , 1983, Experimental Brain Research.
[15] C. Braun,et al. A review on directional information in neural signals for brain-machine interfaces , 2009, Journal of Physiology-Paris.
[16] A. P. Vinod,et al. Noninvasive Brain-Computer Interface: Decoding Arm Movement Kinematics and Motor Control , 2016, IEEE Systems, Man, and Cybernetics Magazine.
[17] Thomas E. Nichols,et al. Nonparametric permutation tests for functional neuroimaging: A primer with examples , 2002, Human brain mapping.
[18] N. Birbaumer,et al. On the Usage of Linear Regression Models to Reconstruct Limb Kinematics from Low Frequency EEG Signals , 2013, PloS one.
[19] Miriam Zacksenhouse,et al. Cortical Ensemble Adaptation to Represent Velocity of an Artificial Actuator Controlled by a Brain-Machine Interface , 2005, The Journal of Neuroscience.
[20] Paul B. Johnson,et al. Making arm movements within different parts of space: dynamic aspects in the primate motor cortex , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.
[21] Kenneth F. Valyear,et al. Human parietal cortex in action , 2006, Current Opinion in Neurobiology.
[22] J. Wolpaw,et al. Decoding two-dimensional movement trajectories using electrocorticographic signals in humans , 2007, Journal of neural engineering.
[23] Andreea Ioana Sburlea,et al. HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm , 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[24] Andreea Ioana Sburlea,et al. Using machine learning to reveal the population vector from EEG signals , 2020, Journal of neural engineering.
[25] A. Georgopoulos,et al. Magnetoencephalographic signals predict movement trajectory in space , 2005, Experimental Brain Research.
[26] R. E. Kalman,et al. A New Approach to Linear Filtering and Prediction Problems , 2002 .
[27] Olivier D. Faugeras,et al. A common formalism for the Integral formulations of the forward EEG problem , 2005, IEEE Transactions on Medical Imaging.
[28] C. Braun,et al. Hand Movement Direction Decoded from MEG and EEG , 2008, The Journal of Neuroscience.
[29] Denis G. Pelli,et al. ECVP '07 Abstracts , 2007, Perception.
[30] Gernot R. Müller-Putz,et al. Using a Noninvasive Decoding Method to Classify Rhythmic Movement Imaginations of the Arm in Two Planes , 2015, IEEE Transactions on Biomedical Engineering.
[31] Nicholas V. Annetta,et al. Restoring cortical control of functional movement in a human with quadriplegia , 2016, Nature.
[32] L. Paninski,et al. Spatiotemporal tuning of motor cortical neurons for hand position and velocity. , 2004, Journal of neurophysiology.
[33] S. D. Jong. SIMPLS: an alternative approach to partial least squares regression , 1993 .
[34] Nicolas Y. Masse,et al. Reach and grasp by people with tetraplegia using a neurally controlled robotic arm , 2012, Nature.
[35] David M. Santucci,et al. Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates , 2003, PLoS biology.
[36] Gernot R. Müller-Putz,et al. Decoding of velocities and positions of 3D arm movement from EEG , 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[37] D H Brainard,et al. The Psychophysics Toolbox. , 1997, Spatial vision.
[38] Ricardo Chavarriaga,et al. Classification of upper limb center-out reaching tasks by means of EEG-based continuous decoding techniques , 2017, Journal of NeuroEngineering and Rehabilitation.
[39] Jonathan D. Nelson,et al. Human cortical representations for reaching: Mirror neurons for execution, observation, and imagery , 2007, NeuroImage.
[40] Théodore Papadopoulo,et al. OpenMEEG: opensource software for quasistatic bioelectromagnetics , 2010, Biomedical engineering online.
[41] S. Wold,et al. PLS-regression: a basic tool of chemometrics , 2001 .
[42] A. Schwartz,et al. High-performance neuroprosthetic control by an individual with tetraplegia , 2013, The Lancet.
[43] Francis R. Willett,et al. Restoration of reaching and grasping in a person with tetraplegia through brain-controlled muscle stimulation: a proof-of-concept demonstration , 2017, The Lancet.
[44] A P Georgopoulos,et al. On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.
[45] D. Louis Collins,et al. Unbiased average age-appropriate atlases for pediatric studies , 2011, NeuroImage.
[46] Daniel M. Wolpert,et al. Forward Models for Physiological Motor Control , 1996, Neural Networks.
[47] Fabien Lotte,et al. Towards improved BCI based on human learning principles , 2015, The 3rd International Winter Conference on Brain-Computer Interface.
[48] A. Benabid,et al. An exoskeleton controlled by an epidural wireless brain–machine interface in a tetraplegic patient: a proof-of-concept demonstration , 2019, The Lancet Neurology.
[49] Dimitrios Pantazis,et al. Coherent neural representation of hand speed in humans revealed by MEG imaging , 2007, Proceedings of the National Academy of Sciences.
[50] M. Nicolelis,et al. Unscented Kalman Filter for Brain-Machine Interfaces , 2009, PloS one.
[51] Gernot R Müller-Putz,et al. Upper limb movements can be decoded from the time-domain of low-frequency EEG , 2017, PloS one.
[52] Christoph M. Michel,et al. Towards the utilization of EEG as a brain imaging tool , 2012, NeuroImage.
[53] Andreea Ioana Sburlea,et al. Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals , 2020, NeuroImage.
[54] G R Müller-Putz,et al. From classic motor imagery to complex movement intention decoding: The noninvasive Graz-BCI approach. , 2016, Progress in brain research.
[55] D G Pelli,et al. The VideoToolbox software for visual psychophysics: transforming numbers into movies. , 1997, Spatial vision.
[56] R. C. Oldfield. The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.
[57] Andrés Úbeda,et al. Assessing Movement Factors in Upper Limb Kinematics Decoding from EEG Signals , 2015, PloS one.
[58] M. Murray,et al. EEG source imaging , 2004, Clinical Neurophysiology.