Distribution and correlation-free two-sample test of high-dimensional means
K Xue, F Yao - 2020 - projecteuclid.org
Distribution and correlation-free two-sample test of high-dimensional means Page 1 The Annals
of Statistics 2020, Vol. 48, No. 3, 1304–1328 https://doi.org/10.1214/19-AOS1848 © Institute of …
of Statistics 2020, Vol. 48, No. 3, 1304–1328 https://doi.org/10.1214/19-AOS1848 © Institute of …
[PDF][PDF] Complexity analysis of EEG motor movement with eye open and close subjects using multiscale permutation entropy (MPE) technique.
Background: Biological systems exhibit non-linear and spatiotemporal dynamics and
structures even at rest. Humans demonstrate a remarkable ability to generate accurate and …
structures even at rest. Humans demonstrate a remarkable ability to generate accurate and …
[PDF][PDF] Multiscaled complexity analysis of EEG epileptic seizure using entropy-based techniques
Objectives: The most common chronic disorder due to sudden change in the electrical
activity of the brain is known as epilepsy. It causes millions of deaths every year and is the …
activity of the brain is known as epilepsy. It causes millions of deaths every year and is the …
[PDF][PDF] A radial base neural network approach for emotion recognition in human speech
Emotions play a vital role during verbal communication in our daily life as only the textual
information cannot convey the complete information. Emotions in human speech is a …
information cannot convey the complete information. Emotions in human speech is a …
Analyzing physical activity impact based on ubiquitous nonlinear dynamics and electroencephalography data
BACKGROUND: Understanding complex systems is made easier with the tools provided by
the theory of nonlinear dynamic systems. It provides novel ideas, algorithms, and techniques …
the theory of nonlinear dynamic systems. It provides novel ideas, algorithms, and techniques …
Innovative and Effective Machine Learning-Based Method to Analyze Alcoholic Brain Activity with Nonlinear Dynamics and Electroencephalography Data
Understanding complex systems is made easier with the tools provided by the theory of
nonlinear dynamic systems. It provides novel ideas, algorithms, and techniques for signal …
nonlinear dynamic systems. It provides novel ideas, algorithms, and techniques for signal …
Computer-aided diagnosis Application by using Nonlinear Dynamics of EEG Signals to detect Depression State
GM Ramadan, M Salem, AK Hamzah… - 2023 International …, 2023 - ieeexplore.ieee.org
In neurophysiology, nonlinear dynamics has been utilised to decode the intricate EEG
brainwave patterns. In order to better understand the nonlinear nature of EEG data …
brainwave patterns. In order to better understand the nonlinear nature of EEG data …
Distribution/correlation-free test for two-sample means in high-dimensional functional data with eigenvalue decay relaxed
K Xue - Science China Mathematics, 2023 - Springer
We propose a methodology for testing two-sample means in high-dimensional functional
data that requires no decaying pattern on eigenvalues of the functional data. To the best of …
data that requires no decaying pattern on eigenvalues of the functional data. To the best of …
Alcoholic index using non-linear features extracted from different frequency bands
Alcoholism is a complex condition that mainly disturbs the neuronal networks in Central
Nervous System (CNS). This disorder not only disturbs the brain, but also affects the …
Nervous System (CNS). This disorder not only disturbs the brain, but also affects the …