Transactions on Neural Systems and Rehabilitation Engineering

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Directed Functional Connectivity in Fronto-Centroparietal Circuit Correlates With Motor Adaptation in Gait Training
Lower-extremity robotic exoskeletons are used in gait rehabilitation to achieve functional motor recovery. To date, little is known about how gait training and post-training are characterized in brain signals and their causal connectivity. In this work, we used time-domain partial... Read more
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Real-time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG
In recent years, there have been significant advances in wearable, mobile, dry-electrode electroencephalography (EEG) systems. These are yielding exciting new possibilities for scientific research, clinical diagnostics and therapeutics, and brain-computer interfaces (BCI) outside the clinic or laboratory. However, these systems... Read more
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Evaluation of Statistical Inference on Empirical Resting State fMRI
Xue Yang, Hakmook Kang, Allen T. Newton, Bennett A. Landman Vanderbilt University Volume 61, Issue 4, Page: 1091-1099 Modern statistical inference techniques may be able to improve the sensitivity and specificity of resting state functional MRI (rs-fMRI) connectivity analysis through more realistic assumptions.... Read more