Classification of Hand Grasp Kinetics and Types Using Movement-Related Cortical Potentials and EEG Rhythms.

PubWeight™: 0.75‹?›

🔗 View Article (PMID 28951736)

Published in Comput Intell Neurosci on August 29, 2017

Authors

Mads Jochumsen1, Cecilie Rovsing1, Helene Rovsing1, Imran Khan Niazi1,2,3, Kim Dremstrup1, Ernest Nlandu Kamavuako1

Author Affiliations

1: Centre for Sensory-Motor Interaction, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark.
2: New Zealand College of Chiropractic, Auckland, New Zealand.
3: Rehabilitation Research Institute, Auckland University of Technology (AUT), Auckland, New Zealand.

Articles cited by this

Motor learning: its relevance to stroke recovery and neurorehabilitation. Curr Opin Neurol (2006) 3.66

What is the Bereitschaftspotential? Clin Neurophysiol (2006) 3.02

Detection of movement intention from single-trial movement-related cortical potentials. J Neural Eng (2011) 1.26

Using brain-computer interfaces to induce neural plasticity and restore function. J Neural Eng (2011) 1.18

A Randomized Controlled Trial of EEG-Based Motor Imagery Brain-Computer Interface Robotic Rehabilitation for Stroke. Clin EEG Neurosci (2014) 1.12

A closed-loop brain-computer interface triggering an active ankle-foot orthosis for inducing cortical neural plasticity. IEEE Trans Biomed Eng (2014) 1.11

Enhanced low-latency detection of motor intention from EEG for closed-loop brain-computer interface applications. IEEE Trans Biomed Eng (2014) 1.08

Peripheral electrical stimulation triggered by self-paced detection of motor intention enhances motor evoked potentials. IEEE Trans Neural Syst Rehabil Eng (2012) 1.07

Optimization of wavelets for classification of movement-related cortical potentials generated by variation of force-related parameters. J Neurosci Methods (2007) 0.94

Movement-related parameters modulate cortical activity during imaginary isometric plantar-flexions. Exp Brain Res (2005) 0.94

Classification of the intention to generate a shoulder versus elbow torque by means of a time-frequency synthesized spatial patterns BCI algorithm. J Neural Eng (2005) 0.91

Detection and classification of movement-related cortical potentials associated with task force and speed. J Neural Eng (2013) 0.90

Relationship between plantar-flexor torque generation and the magnitude of the movement-related potentials. Exp Brain Res (2004) 0.87

Detection of the onset of upper-limb movements based on the combined analysis of changes in the sensorimotor rhythms and slow cortical potentials. J Neural Eng (2014) 0.87

Long-term motor practice induces practice-dependent modulation of movement-related cortical potentials (MRCP) preceding a self-paced non-dominant handgrip movement in kendo players. Neurosci Lett (2009) 0.86

Reaching movement onset- and end-related characteristics of EEG spectral power modulations. Front Neurosci (2012) 0.86

An improved asynchronous brain interface: making use of the temporal history of the LF-ASD feature vectors. J Neural Eng (2006) 0.84

Comparison of spatial filters and features for the detection and classification of movement-related cortical potentials in healthy individuals and stroke patients. J Neural Eng (2015) 0.83

Detecting and classifying movement-related cortical potentials associated with hand movements in healthy subjects and stroke patients from single-electrode, single-trial EEG. J Neural Eng (2015) 0.83

Comparison of Features for Movement Prediction from Single-Trial Movement-Related Cortical Potentials in Healthy Subjects and Stroke Patients. Comput Intell Neurosci (2015) 0.82

Predictive classification of self-paced upper-limb analytical movements with EEG. Med Biol Eng Comput (2015) 0.81

Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation. Med Biol Eng Comput (2015) 0.80