A Framework for Identification of Brain Network Dynamics using a Novel Binary Noise Modulated Electrical Stimulation Pattern

Yang, Yuxiao ;   Shanechi, Maryam

Tags Neural stimulationBrain-computer/machine interfaceBrain 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…

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A Generalizable Adaptive Brain-Machine Interface Design for Control of Anesthesia

Yang, Yuxiao ;   Shanechi, Maryam

Tags Brain-computer/machine interfaceBrain physiology and modeling – Anesthesia

Brain-machine interfaces (BMIs) for closed-loop control of anesthesia have the potential to automatically monitor and control brain states…

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Optimal Calibration of the Learning Rate in Closed-Loop Adaptive Brain-Machine Interfaces

Hsieh, Han-Lin ;   Shanechi, Maryam

Tags Motor neuroprosthesesBrain-computer/machine interface

Closed-loop decoder adaptation (CLDA) can improve brain-machine interface (BMI) performance. CLDA methods use batches of data to refit the…

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