Dynamic neural state identification in deep brain local field potentials of neuropathic pain

H Luo, Y Huang, X Du, Y Zhang, AL Green… - Frontiers in …, 2018 - frontiersin.org
In neuropathic pain, the neurophysiological and neuropathological function of the ventro-
posterolateral nucleus of the thalamus (VPL) and the periventricular gray/periaqueductal …

A comparison of feature extraction strategies using wavelet dictionaries and feature selection methods for single trial P300-based BCI

R Acevedo, Y Atum, I Gareis, J Biurrun Manresa… - Medical & biological …, 2019 - Springer
The P300 component of event-related potentials (ERPs) is widely used in the
implementation of brain computer interfaces (BCI). In this context, one of the main issues to …

Generalized sparse discriminant analysis for event-related potential classification

V Peterson, HL Rufiner, RD Spies - Biomedical Signal Processing and …, 2017 - Elsevier
A brain–computer interface (BCI) is a system which provides direct communication between
the mind of a person and the outside world by using only brain activity (EEG). The event …

Coherent averaging estimation autoencoders applied to evoked potentials processing

IE Gareis, LD Vignolo, RD Spies, HL Rufiner - Neurocomputing, 2017 - Elsevier
The success of machine learning algorithms strongly depends on the feature extraction and
data representation stages. Classification and estimation of small repetitive signals masked …