Advances in Neural Signal Processing
44
[32] Bulea TC, Kim J, Damiano DL,
Stanley CJ, Park H-S. Prefrontal,
posterior parietal and sensorimotor
network activity underlying speed
control during walking. Frontiers in
Human Neuroscience. 2015;9:247
[33] Cheron G, Duvinage M, De
Saedeleer C, et al. From spinal
central pattern generators to cortical
network: Integrated BCI for walking
rehabilitation. Neural Plasticity.
2012;2012:375148
[34] Gwin JT, Gramann K, Makeig S,
Ferris DP. Electrocortical activity is
coupled to gait cycle phase during
treadmill walking. NeuroImage.
2011;54:1289-1296
[35] Knaepen K, Mierau A,
Swinnen E, Fernandez Tellez H,
Michielsen M, Kerckhofs E, et al.
Human-robot interaction: Does robotic
guidance force affect gait-related
brain dynamics during robot-assisted
treadmill walking? PLoS ONE.
2015;10:e0140626
[36] Seeber M, Scherer R, Wagner J,
Solis-Escalante T, Müller-Putz GR. EEG
beta suppression and low gamma
modulation are different elements of
human upright walking. Frontiers in
Human Neuroscience. 2014;8:485
[37] Seeber M, Scherer R, Wagner J,
Solis-Escalante T, Müller-Putz GR. High
and low gamma EEG oscillations
in central sensorimotor areas are
conversely modulated during the
human gait cycle. NeuroImage.
2015;112:318-326
[38] Storzer L, Butz M, Hirschmann J,
Abbasi O, Gratkowski M, Saupe D, et al.
Bicycling and walking are associated
with different cortical oscillatory
dynamics. Frontiers in Human
Neuroscience. 2016;10:61
[39] Wagner J, Solis-Escalante T,
Grieshofer P, Neuper C, Müller-Putz G,
Scherer R. Level of participation in
robotic-assisted treadmill walking
modulates midline sensorimotor EEG
rhythms in able-bodied subjects.
NeuroImage. 2012;63:1203-1211
[40] Wagner J, Solis-Escalante T,
Scherer R, Neuper C, Müller-Putz G. It’s
how you get there: Walking down a
virtual alley activates premotor and
parietal areas. Frontiers in Human
Neuroscience. 2014;8:93
[41] Fukuyama H, Ouchi Y,
Matsuzaki S, Nagahama Y,
Yamauchi H, Ogawa M, et al. Brain
functional activity during gait in
normal subjects: A SPECT study.
Neuroscience Letters. 1997;228:183-186
[42] Wieser M, Haefeli J, Bütler L,
Jäncke L, Riener R, Koeneke S. Temporal
and spatial patterns of cortical
activation during assisted lower
limb movement. Experimental Brain
Research. 2010;203:181-191
[43] Hanakawa T, Katsumi Y,
Fukuyama H, Honda M, Hayashi T,
Kimura J, et al. Mechanisms underlying
gait disturbance in Parkinson’s disease.
Brain. 1999;122:1271-1282
[44] Nutakki C, Narayanan J,
Anchuthengil AA, Nair B,
Diwakar S. Classifying gait features
for stance and swing using machine
learning. In: 2017 Int Conf Adv
Comput Commun Informatics,
ICACCI 2017; 2017. DOI: 10.1109/
ICACCI.2017.8125896
[45] Wu Y, Shi L. Analysis of altered
gait cycle duration in amyotrophic
lateral sclerosis based on nonparametric
probability density function estimation.
Medical Engineering & Physics.
2011;33:347-355
[46] Delorme A, Makeig S. EEGLAB:
An open source toolbox for analysis of
single-trial EEG dynamics including
independent component analysis.
44
[32] Bulea TC, Kim J, Damiano DL,
Stanley CJ, Park H-S. Prefrontal,
posterior parietal and sensorimotor
network activity underlying speed
control during walking. Frontiers in
Human Neuroscience. 2015;9:247
[33] Cheron G, Duvinage M, De
Saedeleer C, et al. From spinal
central pattern generators to cortical
network: Integrated BCI for walking
rehabilitation. Neural Plasticity.
2012;2012:375148
[34] Gwin JT, Gramann K, Makeig S,
Ferris DP. Electrocortical activity is
coupled to gait cycle phase during
treadmill walking. NeuroImage.
2011;54:1289-1296
[35] Knaepen K, Mierau A,
Swinnen E, Fernandez Tellez H,
Michielsen M, Kerckhofs E, et al.
Human-robot interaction: Does robotic
guidance force affect gait-related
brain dynamics during robot-assisted
treadmill walking? PLoS ONE.
2015;10:e0140626
[36] Seeber M, Scherer R, Wagner J,
Solis-Escalante T, Müller-Putz GR. EEG
beta suppression and low gamma
modulation are different elements of
human upright walking. Frontiers in
Human Neuroscience. 2014;8:485
[37] Seeber M, Scherer R, Wagner J,
Solis-Escalante T, Müller-Putz GR. High
and low gamma EEG oscillations
in central sensorimotor areas are
conversely modulated during the
human gait cycle. NeuroImage.
2015;112:318-326
[38] Storzer L, Butz M, Hirschmann J,
Abbasi O, Gratkowski M, Saupe D, et al.
Bicycling and walking are associated
with different cortical oscillatory
dynamics. Frontiers in Human
Neuroscience. 2016;10:61
[39] Wagner J, Solis-Escalante T,
Grieshofer P, Neuper C, Müller-Putz G,
Scherer R. Level of participation in
robotic-assisted treadmill walking
modulates midline sensorimotor EEG
rhythms in able-bodied subjects.
NeuroImage. 2012;63:1203-1211
[40] Wagner J, Solis-Escalante T,
Scherer R, Neuper C, Müller-Putz G. It’s
how you get there: Walking down a
virtual alley activates premotor and
parietal areas. Frontiers in Human
Neuroscience. 2014;8:93
[41] Fukuyama H, Ouchi Y,
Matsuzaki S, Nagahama Y,
Yamauchi H, Ogawa M, et al. Brain
functional activity during gait in
normal subjects: A SPECT study.
Neuroscience Letters. 1997;228:183-186
[42] Wieser M, Haefeli J, Bütler L,
Jäncke L, Riener R, Koeneke S. Temporal
and spatial patterns of cortical
activation during assisted lower
limb movement. Experimental Brain
Research. 2010;203:181-191
[43] Hanakawa T, Katsumi Y,
Fukuyama H, Honda M, Hayashi T,
Kimura J, et al. Mechanisms underlying
gait disturbance in Parkinson’s disease.
Brain. 1999;122:1271-1282
[44] Nutakki C, Narayanan J,
Anchuthengil AA, Nair B,
Diwakar S. Classifying gait features
for stance and swing using machine
learning. In: 2017 Int Conf Adv
Comput Commun Informatics,
ICACCI 2017; 2017. DOI: 10.1109/
ICACCI.2017.8125896
[45] Wu Y, Shi L. Analysis of altered
gait cycle duration in amyotrophic
lateral sclerosis based on nonparametric
probability density function estimation.
Medical Engineering & Physics.
2011;33:347-355
[46] Delorme A, Makeig S. EEGLAB:
An open source toolbox for analysis of
single-trial EEG dynamics including
independent component analysis.