IEEE

Uniform Convergence of Deep Neural Networks With Lipschitz Continuous Activation Functions and Variable Widths

Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...
Yahoo

Experts take action after exotic hornets arrive in new region: 'A challenging, complex operation'

The Irish Wildlife Service has safely removed a nest of invasive Asian hornets for the first time. As the Irish Independent reported, the National Parks and Wildlife Service removed the nest in a safe ...
IEEE

Enhanced Sparse LPV-ARMA Model With Ensemble Basis Functions for Mechatronic Transmission Fault Detection Under Variable Speed Conditions

Abstract: Fault detection in mechatronic transmissions is particularly challenging due to the nonstationary nature of monitoring signals arising from complex operating conditions, coupled with the ...
CBS News

Unprecedented views of largest star-forming region in our galaxy captured by Webb telescope

NASA's powerful James Webb Space telescope has revealed a colorful spread of stars and cosmic dust in the Milky Way's most active star-forming region. The telescope was studying Sagittarius B2, a ...
Frontiers

Pathological respiratory chemoreflex activation predicts improvement of neurocognitive function in response to continuous positive airway pressure therapy

Introduction: There is a need for biomarkers predicting neurocognitive improvement following treatment of obstructive sleep apnea (OSA) with continuous positive airway pressure (CPAP). The role of ...