A Framework for Identification of Brain Network Dynamics using a Novel Binary Noise Modulated Electrical Stimulation Pattern
Yang, Yuxiao ; Shanechi, Maryam
Neural stimulation
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Brain-computer/machine interface
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Brain physiology and modeling – Neural dynamics and computation
Modeling and identification of brain network dynamics is of great importance both for understanding brain function and for closed-loop…
A Generalizable Adaptive Brain-Machine Interface Design for Control of Anesthesia
Yang, Yuxiao ; Shanechi, Maryam
Brain-computer/machine interface
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Brain physiology and modeling – Anesthesia
Brain-machine interfaces (BMIs) for closed-loop control of anesthesia have the potential to automatically monitor and control brain states…
Optimal Calibration of the Learning Rate in Closed-Loop Adaptive Brain-Machine Interfaces
Hsieh, Han-Lin ; Shanechi, Maryam
Motor neuroprostheses
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Brain-computer/machine interface
Closed-loop decoder adaptation (CLDA) can improve brain-machine interface (BMI) performance. CLDA methods use batches of data to refit the…
