Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking
Tài liệu tham khảo
Akalin Acar, 2016, Simultaneous head tissue conductivity and EEG source location estimation, Neuroimage, 124, 168, 10.1016/j.neuroimage.2015.08.032
Armstrong, 1988, The supraspinal control of mammalian locomotion, J. Physiol. Lond., 405, 1, 10.1113/jphysiol.1988.sp017319
Artoni, 2012, REMOV: EEG artifacts removal methods during Lokomat lower-limb rehabilitation, 992
Artoni, 2012, ErpICASSO: a tool for reliability estimates of independent components in EEG event-related analysis, 368
Artoni, 2014, RELICA: a method for estimating the reliability of independent components, Neuroimage, 103, 391, 10.1016/j.neuroimage.2014.09.010
Bell, 1995, An information-maximization approach to blind separation and blind deconvolution, Neural comput., 7, 1129, 10.1162/neco.1995.7.6.1129
Beloozerova, 2003, Integration of motor and visual information in the parietal area 5 during locomotion, J. Neurophysiol., 90, 961, 10.1152/jn.01147.2002
Bigdely-Shamlo, 2013, Measure projection analysis: a probabilistic approach to EEG source comparison and multi-subject inference, Neuroimage, 72, 287, 10.1016/j.neuroimage.2013.01.040
Boser, 1992, Hardware requirements for neural network pattern classifiers - a case-study and implementation, IEEE Micro, 12, 32, 10.1109/40.124378
Brooks, 1986
Brown, 1911, The intrinsic factors in the act of progression in the mammal, Proc. R. Soc. Lond. B Biol. Sci., 84, 308, 10.1098/rspb.1911.0077
Brown, 1914, On the nature of the fundamental activity of the nervous centres; together with an analysis of the conditioning of rhythmic activity in progression, and a theory of the evolution of function in the nervous system, J. Physiol., 48, 18, 10.1113/jphysiol.1914.sp001646
Burges, 1998, A tutorial on Support Vector Machines for pattern recognition, Data Min. Knowl. Discov., 2, 121, 10.1023/A:1009715923555
Canuet, 2011, Resting-state EEG source localization and functional connectivity in schizophrenia-like psychosis of epilepsy, PLoS One, 6, 10.1371/journal.pone.0027863
Capaday, 1999, Studies on the corticospinal control of human walking. I. Responses to focal transcranial magnetic stimulation of the motor cortex, J. Neurophysiol., 81, 129, 10.1152/jn.1999.81.1.129
Capogrosso, 2016, A brain–spine interface alleviating gait deficits after spinal cord injury in primates, Nature, 539, 284, 10.1038/nature20118
Castermans, 2014, About the cortical origin of the low-delta and high-gamma rhythms observed in EEG signals during treadmill walking, Neurosci. Lett., 561, 166, 10.1016/j.neulet.2013.12.059
Cevallos, 2015, Oscillations in the human brain during walking execution, imagination and observation, Neuropsychologia, 79, 223, 10.1016/j.neuropsychologia.2015.06.039
Chang, 2011, LIBSVM: a library for support vector machines, ACM Trans. Intell. Syst. Technol., 2, 10.1145/1961189.1961199
Chéron, 2012, From spinal central pattern generators to cortical network: integrated BCI for walking rehabilitation, Neural plast., 2012, 10.1155/2012/375148
Cortes, 1995, Support-vector networks, Mach. Learn., 20, 273, 10.1007/BF00994018
Cristianini, 2000
Cunnington, 2002, The preparation and execution of self-initiated and externally-triggered movement: a study of event-related fMRI, Neuroimage, 15, 373, 10.1006/nimg.2001.0976
Cunnington, 2005, Premovement activity of the pre-supplementary motor area and the readiness for action: studies of time-resolved event-related functional MRI, Hum. Mov. Sci., 24, 644, 10.1016/j.humov.2005.10.001
Darvas, 2006, Generic head models for atlas-based EEG source analysis, Hum. Brain Mapp., 27, 129, 10.1002/hbm.20171
Day, 2002, Vestibular-evoked postural responses in the absence of somatosensory information, Brain, 125, 2081, 10.1093/brain/awf212
Delorme, 2004, EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis, J. Neurosci. Methods, 134, 9, 10.1016/j.jneumeth.2003.10.009
Delorme, 2011, EEGLAB, SIFT, NFT, BCILAB, and ERICA: new tools for advanced EEG processing, Comput. Intell. Neurosci., 2011, 10, 10.1155/2011/130714
Delorme, 2012, Independent EEG sources are dipolar, PLoS One, 7, e30135, 10.1371/journal.pone.0030135
Di Lorenzo, 2015, Altered resting-state EEG source functional connectivity in schizophrenia: the effect of illness duration, Front. Hum. Neurosci., 9, 234, 10.3389/fnhum.2015.00234
Ding, 2007, Ictal source analysis: localization and imaging of causal interactions in humans, Neuroimage, 34, 575, 10.1016/j.neuroimage.2006.09.042
Dominici, 2011, Locomotor primitives in newborn babies and their development, Science, 334, 997, 10.1126/science.1210617
Drew, 2008, Cortical mechanisms involved in visuomotor coordination during precision walking, Brain Res. Rev., 57, 199, 10.1016/j.brainresrev.2007.07.017
Drew, 2015, Taking the next step: cortical contributions to the control of locomotion, Curr. Opin. Neurobiol., 33, 25, 10.1016/j.conb.2015.01.011
Dum, 2002, Motor areas in the frontal lobe of the primate, Physiol. Behav., 77, 677, 10.1016/S0031-9384(02)00929-0
Duysens, 1998, Neural control of locomotion; the central pattern generator from cats to humans, Gait Posture, 7, 131, 10.1016/S0966-6362(97)00042-8
Ernst, 2002, Humans integrate visual and haptic information in a statistically optimal fashion, Nature, 415, 429, 10.1038/415429a
Ethier, 2012, Restoration of grasp following paralysis through brain-controlled stimulation of muscles, Nature, 485, 368, 10.1038/nature10987
Fetsch, 2009, Dynamic reweighting of visual and vestibular cues during self-motion perception, J. Neurosci., 29, 15601, 10.1523/JNEUROSCI.2574-09.2009
Fukuyama, 1997, Brain functional activity during gait in normal subjects: a SPECT study, Neurosci. Lett., 228, 183, 10.1016/S0304-3940(97)00381-9
Gossard, 2011, Motor planning of locomotor adaptations on the basis of vision: the role of the posterior parietal cortex, Breathe, Walk Chew Neural Chall., 83
Gramann, 2014, Imaging natural cognition in action, Int. J. Psychophysiol., 91, 22, 10.1016/j.ijpsycho.2013.09.003
Gramann, 2011, Cognition in action: imaging brain/body dynamics in mobile humans, Rev. Neurosci., 22, 593, 10.1515/RNS.2011.047
Grillner, 1975, Locomotion in vertebrates: central mechanisms and reflex interaction, Physiol. Rev., 55, 247, 10.1152/physrev.1975.55.2.247
Grillner, 1985, Neurobiological bases of rhythmic motor acts in vertebrates, Science, 228, 143, 10.1126/science.3975635
Grillner, 2011, Neuroscience. Human locomotor circuits conform, Science, 334, 912, 10.1126/science.1214778
Gwin, 2011, Electrocortical activity is coupled to gait cycle phase during treadmill walking, Neuroimage, 54, 1289, 10.1016/j.neuroimage.2010.08.066
Halliday, 1995, A framework for the analysis of mixed time series/point process data—theory and application to the study of physiological tremor, single motor unit discharges and electromyograms, Prog. Biophys. Mol. Biol., 64, 237, 10.1016/S0079-6107(96)00009-0
Hämäläinen, 1989, Realistic conductivity geometry model of the human head for interpretation of neuromagnetic data, IEEE Trans. Biomed. Eng., 36, 165, 10.1109/10.16463
Hansen, 2007, Regularization tools version 4.0 for Matlab 7.3, Numer. Algorithm., 46, 189, 10.1007/s11075-007-9136-9
He, 2011, eConnectome: a MATLAB toolbox for mapping and imaging of brain functional connectivity, J. Neurosci. Methods, 195, 261, 10.1016/j.jneumeth.2010.11.015
He, 1987, Electric dipole tracing in the brain by means of the boundary element method and its accuracy, IEEE Trans. Biomed. Eng. BME, 34, 406, 10.1109/TBME.1987.326056
Jordan, 1998, Initiation of locomotion in mammals, Ann. N. Y. Acad. Sci., 860, 83, 10.1111/j.1749-6632.1998.tb09040.x
Juvin, 2005, Propriospinal circuitry underlying interlimb coordination in mammalian quadrupedal locomotion, J. Neurosci., 25, 6025, 10.1523/JNEUROSCI.0696-05.2005
Kaminski, 1991, A new method of the description of the information flow in the brain structures, Biol. Cybern., 65, 203, 10.1007/BF00198091
Kline, 2015, Isolating gait-related movement artifacts in electroencephalography during human walking, J. Neural Eng., 12, 10.1088/1741-2560/12/4/046022
Kline, 2016, Cortical spectral activity and connectivity during active and viewed arm and leg movement, Front. Neurosci., 10, 91, 10.3389/fnins.2016.00091
Knikou, 2013, Corticospinal excitability during walking in humans with absent and partial body weight support, Clin. Neurophysiol., 124, 2431, 10.1016/j.clinph.2013.06.004
Kothe, C.A.E., Jung, T.P., 2015. Artifact removal techniques with signal reconstruction. Google Patents.
Kurz, 2012, Stride-time variability and sensorimotor cortical activation during walking, Neuroimage, 59, 1602, 10.1016/j.neuroimage.2011.08.084
Lau, 2012, Weighted phase lag index stability as an artifact resistant measure to detect cognitive EEG activity during locomotion, J. NeuroEng. Rehabil., 9, 47, 10.1186/1743-0003-9-47
Lavoie, 1997, Differential control of reciprocal inhibition during walking versus postural and voluntary motor tasks in humans, J. Neurophysiol., 78, 429, 10.1152/jn.1997.78.1.429
Lee, 1999, Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources, Neural comput., 11, 417, 10.1162/089976699300016719
Lemon, 1993, The GL Brown prize lecture, Exp. Physiol., 78, 263, 10.1113/expphysiol.1993.sp003686
Lundberg, 1979, Multisensory control of spinal reflex pathways, Prog. Brain Res., 50, 11, 10.1016/S0079-6123(08)60803-1
Makeig, 1993, Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones, Electroencephalogr. Clin. Neurophysiol., 86, 283, 10.1016/0013-4694(93)90110-H
Makeig, 1996, Independent component analysis of electroencephalographic data, Adv. neural Inf. Process. Syst., 145
Makeig, 2009, Linking brain, mind and behavior, Int. J. Psychophysiol., 73, 95, 10.1016/j.ijpsycho.2008.11.008
Marder, 1996, Principles of rhythmic motor pattern generation, Physiol. Rev., 76, 687, 10.1152/physrev.1996.76.3.687
Marple-Horvat, 1999, Rhythmic neuronal activity in the lateral cerebellum of the cat during visually guided stepping, J. Physiol., 518, 595, 10.1111/j.1469-7793.1999.0595p.x
Marzetti, 2008, Understanding brain connectivity from EEG data by identifying systems composed of interacting sources, Neuroimage, 42, 87, 10.1016/j.neuroimage.2008.04.250
Menicucci, 2014, Brain responses to emotional stimuli during breath holding and hypoxia: an approach based on the independent component analysis, Brain Topogr., 27, 771, 10.1007/s10548-013-0349-z
Mihara, 2007, Sustained prefrontal activation during ataxic gait: a compensatory mechanism for ataxic stroke?, Neuroimage, 37, 1338, 10.1016/j.neuroimage.2007.06.014
Miyai, 2001, Cortical mapping of gait in humans: a near-infrared spectroscopic topography study, Neuroimage, 14, 1186, 10.1006/nimg.2001.0905
Nathan, 2015, Negligible motion artifacts in scalp electroencephalography (EEG) during treadmill walking, Front. Hum. Neurosci., 9
Nathan, 2015, Negligible motion artifacts in scalp electroencephalography (EEG) during treadmill walking, Front. Hum. Neurosci., 9, 708
Neumaier, 2001, Estimation of parameters and eigenmodes of multivariate autoregressive models, ACM Trans. Math. Softw., 27, 27, 10.1145/382043.382304
Nielsen, 2003, How we walk: central control of muscle activity during human walking, Neuroscientist, 9, 195, 10.1177/1073858403009003012
Nolte, 2004, Identifying true brain interaction from EEG data using the imaginary part of coherency, Clin. Neurophysiol., 115, 2292, 10.1016/j.clinph.2004.04.029
Oliveira, 2016, Induction and separation of motion artifacts in EEG data using a mobile phantom head device, J. Neural Eng., 13, 10.1088/1741-2560/13/3/036014
Oostenveld, 2001, The five percent electrode system for high-resolution EEG and ERP measurements, Clin. Neurophysiol., 112, 713, 10.1016/S1388-2457(00)00527-7
Palmer, 2007, Modeling and estimation of dependent subspaces with non-radially symmetric and skewed densities, 97
Palmer, 2007, Modeling and estimation of dependent subspaces with non-radially symmetric and skewed densities, Lect. Notes Comput. Sci., 97, 10.1007/978-3-540-74494-8_13
Palus, 1998, Detecting nonlinearity and phase synchronization with surrogate data, Ieee Eng. Med. Biol. Mag., 17, 40, 10.1109/51.731319
Pascual-Marqui, 2011, Assessing interactions in the brain with exact low-resolution electromagnetic tomography, Philos. Trans. R. Soc. Lond. A Math. Phys. Eng. Sci., 369, 3768, 10.1098/rsta.2011.0081
Perry, 2010, Gait analysis: normal and pathological function, J. Sports Sci. Med., 9, 353
Petersen, 2012, The motor cortex drives the muscles during walking in human subjects, J. Physiol., 590, 2443, 10.1113/jphysiol.2012.227397
Pfurtscheller, 1997, Foot and hand area mu rhythms, Int. J. Psychophysiol., 26, 121, 10.1016/S0167-8760(97)00760-5
Raimondo, 2012, CUDAICA: GPU optimization of Infomax-ICA EEG analysis, Comput. Intell. Neurosci., 2012, 10.1155/2012/206972
Rigosa, 2015, Decoding bipedal locomotion from the rat sensorimotor cortex, J. Neural Eng., 12, 10.1088/1741-2560/12/5/056014
Rossignol, 2000, Locomotion and its recovery after spinal injury, Curr. Opin. Neurobiol., 10, 708, 10.1016/S0959-4388(00)00151-3
Rossignol, 2010
Rossignol, 2006, Dynamic sensorimotor interactions in locomotion, Physiol. Rev., 86, 89, 10.1152/physrev.00028.2005
Rubinov, 2010, Complex network measures of brain connectivity: uses and interpretations, Neuroimage, 52, 1059, 10.1016/j.neuroimage.2009.10.003
Sasaki, 2010, Individual muscle contributions to the axial knee joint contact force during normal walking, J. Biomech., 43, 2780, 10.1016/j.jbiomech.2010.06.011
Schubert, 1999, Voluntary control of human gait: conditioning of magnetically evoked motor responses in a precision stepping task, Exp. Brain Res., 126, 583, 10.1007/s002210050767
Schwarz, 1978, Estimating the dimension of a model, Ann. Stat., 6, 461, 10.1214/aos/1176344136
Severens, 2012, Feasibility of measuring event related desynchronization with electroencephalography during walking. Engineering in Medicine and Biology Society (EMBC), 2764
Sipp, 2013, Loss of balance during balance beam walking elicits a multifocal theta band electrocortical response, J. Neurophysiol., 110, 2050, 10.1152/jn.00744.2012
Snyder, 2015, Independent component analysis of gait-related movement artifact recorded using EEG electrodes during treadmill walking, Front. Hum. Neurosci., 9, 639, 10.3389/fnhum.2015.00639
Stelmach, 1993
Takahashi, 2014, Phase-dependent modulation of corticospinal excitability during the observation of the initial phase of gait, Somatosens. Mot. Res., 31, 209, 10.3109/08990220.2014.923392
Takakusaki, 2013, Neurophysiology of gait: from the spinal cord to the frontal lobe, Mov. Disord., 28, 1483, 10.1002/mds.25669
Theiler, 1992, Testing for nonlinearity in time-series - the method of surrogate data, Phys. D., 58, 77, 10.1016/0167-2789(92)90102-S
Valdés-Hernández, 2009, Approximate average head models for EEG source imaging, J. Neurosci. Methods, 185, 125, 10.1016/j.jneumeth.2009.09.005
Wagner, 2012, Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects, Neuroimage, 63, 1203, 10.1016/j.neuroimage.2012.08.019
Wagner, 2014, It's how you get there: walking down a virtual alley activates premotor and parietal areas, Front. Hum. Neurosci., 8, 10.3389/fnhum.2014.00093