Electroencephalography.

Prog Neurol Psychiatry

Published: June 1969

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Background And Objective: One of the functions attributed to the auditory efferent system is related to the processing of acoustic stimuli in noise backgrounds. However, clinical implications and the neurophysiological mechanisms of this system are not yet understood, especially on higher regions of the central nervous system. Only a few researchers studied the effects of noise on cortical auditory evoked potentials (CAEP), but the lack of studies in this area and the contradictory results, especially in children, point to the need to investigate different protocols and parameters that could allow the study of top-down activity in humans.

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A brain-computer interface system for lower-limb exoskeletons based on motor imagery and stacked ensemble approach.

Rev Sci Instrum

January 2025

Shenyang Bluewisdom Technology Co., Ltd., Shenyang, Liaoning Province 110623, China.

Existing lower limb exoskeletons (LLEs) have demonstrated a lack of sufficient patient involvement during rehabilitation training. To address this issue and better incorporate the patient's motion intentions, this paper proposes an online brain-computer interface (BCI) system for LLE based motor imagery and stacked ensemble. The establishment of this online BCI system enables a comprehensive closed-loop control process, which includes the collection and decoding of brain signals, robotic control, and real-time feedback mechanisms.

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We discuss an interesting case of a 65-year-old man with multiple dissociative episodes which previously had been assessed as fugues. After evaluation in the memory clinic these episodes appeared to be generalized epileptic seizures, with an electro-encephalographic diagnosis of non-convulsive status epilepticus. Throughout this case, the different features that characterize an epileptic versus a psychiatric etiology are being discussed as well as other differential diagnostic considerations.

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