Journal of Sleep Research, EarlyView.ABSTRACT Machine‐learning‐based sleep staging models have achieved expert‐level performance on standard polysomnographic (PSG) data. However, their application to EEG recorded by wearable devices remains limited by non‐conventional referencing montage and the lack of benchmarking against PSG.
Federico Salfi +6 more
wiley +1 more source
Dynamic 3D Measurement Based on Camera-Pixel Mismatch Correction and Hilbert Transform. [PDF]
Sensors (Basel)Chen X, Zhang Q, Wang Y.
europepmc +1 more source
Application of ANN for Induction Motor Fault Classification Using Hilbert Transform
, 2012 Anjali U. Jawadekar +3 more
openalex +2 more sources
Vector-valued Hilbert transforms along curves [PDF]
, 2016 Guixiang Hong, Honghai Liu
openalex +1 more source
Monitoring panels of sparse functional data
Journal of Time Series Analysis, EarlyView.Panels of random functions are common in applications of functional data analysis. They often occur when sequences of functions are observed at a number of different locations. We propose a methodology to monitor for structural breaks in such panels and to identify the changing components with statistical certainty.
Tim Kutta +2 more
wiley +1 more source
Low-power Spiking Neural Network audio source localisation using a Hilbert Transform audio event encoding scheme. [PDF]
Commun EngHaghighatshoar S, Muir DR.
europepmc +1 more source
Uncertain Emotion Discrimination Differences Between Musicians and Non-musicians Is Determined by Fine Structure Association: Hilbert Transform Psychophysics. [PDF]
Front Neurosci, 2019 Manno FAM, Cruces RR, Lau C, Barrios FA.
europepmc +1 more source
Change Point Analysis for Functional Data Using Empirical Characteristic Functionals
Journal of Time Series Analysis, EarlyView.ABSTRACT We develop a new method to detect change points in the distribution of functional data based on integrated CUSUM processes of empirical characteristic functionals. Asymptotic results are presented under conditions allowing for low‐order moments and serial dependence in the data establishing the limiting null‐distribution of the proposed test ...
Lajos Horváth +2 more
wiley +1 more source
VLF-EM data conversion into apparent resistivity using the Hilbert transform and its application for shallow fault investigation at Pinggirsari, Bandung Regency, Indonesia. [PDF]
HeliyonDesifatma E +3 more
europepmc +1 more source
Wearable Biosensors to Evaluate Recurrent Opioid Toxicity After Naloxone Administration: A Hilbert Transform Approach. [PDF]
Proc Annu Hawaii Int Conf Syst Sci, 2018 Chintha KK +4 more
europepmc +1 more source