Transactions on Neural Systems and Rehabilitation Engineering

Featured Articles
VME-DWT: An Efficient Algorithm for Detection and Elimination of Eye Blink From Short Segments of Single EEG Channel
Mohammad Shahbakhti, Matin Beiramvand, Mojtaba Nazari, Anna Broniec-Wójcik, Piotr Augustyniak, Ana Santos Rodrigues, Michal Wierzchon, Vaidotas Marozas
Objective: Recent advances in development of low-cost single-channel electroencephalography (EEG) headbands have opened new possibilities for applications in health monitoring and brain-computer interface (BCI) systems. These recorded EEG signals, however, are often contaminated by eye blink artifacts that can yield... Read more
Posted on 26 MAR 2021
Articles
Standardization of Neurotechnology for Brain-Machine Interfacing: State of the Art and Recommendations
Ricardo Chavarriaga, Carole C. Carey, Jose Luis Contreras-Vidal, Zach Mckinney, Luigi Bianchi
... Read more
Posted on 24 FEB 2021
Featured Articles
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces
Wen Zhang, Dongrui Wu
Transfer learning makes use of data or knowledge in one problem to help solve a different, yet related, problem. It is particularly useful in brain-computer interfaces (BCIs), for coping with variations among different subjects and/or tasks. This paper considers offline... Read more
Posted on 8 MAY 2020
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Compact and Low-Power Neural Spike Compression Using Undercomplete Autoencoders
Jameson Thies, Amirhossein Alimohammad
Implantable microsystems that collect and transmit neural data are becoming very useful entities in the field of neuroscience. Limited by high data rates, on-chip compression is often required to transmit the recorded data without causing power dissipation at levels that... Read more
Posted on 22 AUG 2019
Featured Articles
Age-Related Changes in Vibro-Tactile EEG Response and Its Implications in BCI Applications: A Comparison Between Older and Younger Populations
Mei Lin Chen, Dannie Fu, Jennifer Boger, Ning Jiang
    The rapid increase in the number of older adults around the world is accelerating research in applications to support age-related conditions, such as brain–computer interface (BCI) applications for post-stroke neurorehabilitation. The signal processing algorithms for electroencephalogram (EEG) and other physiological... Read more
Posted on 24 APR 2019
Featured Articles
Neurofeedback Control in Parkinsonian Patients Using Electrocorticography Signals Accessed Wirelessly With a Chronic, Fully Implanted Device
Preeya Khanna, Nicole C. Swann, Coralie de Hemptinne, Svjetlana Miocinovic, Andrew Miller, Philip A. Starr, Jose M. Carmena
       Parkinson’s disease (PD) is characterized by motor symptoms such as rigidity and bradykinesia that prevent normal movement. Beta band oscillations (13-30 Hz) in neural local field potentials (LFPs) have been associated with these motor symptoms. Here, three PD patients implanted... Read more
Posted on 2 OCT 2017