Results 81 to 90 of about 115,523 (316)
A Scale Mixture Perspective of Multiplicative Noise in Neural Networks
, 2015 Corrupting the input and hidden layers of deep neural networks (DNNs) with multiplicative noise, often drawn from the Bernoulli distribution (or 'dropout'), provides regularization that has significantly contributed to deep learning's success.
Anandkumar, Anima +2 more
core
Advanced Healthcare Materials, EarlyView.This work presents ARC‐3D, a soft 3D model that recreates how brain support cells, called astrocytes, react to oxidative stress. The system visualizes rapid calcium changes and inflammatory signals, and shows how the drug KDS12025 can protect cells from damage. ARC‐3D offers a simple, reliable way to study early drivers of brain inflammation.
Ju‐Kang Kim +6 more
wiley +1 more source
Influence of Spectral Characteristics of Correlated Noises on the Behavior of Stochastic System [PDF]
Журнал нано- та електронної фізики, 2012 In the paper the influence of cross-correlated spectral characteristics of correlated noise sources on the behavior of synergetic system is considered.
I.A. Knyaz’
doaj
Optimal Filtering for Time-Varying Stochastic System With Delay and Multiplicative Noise
IEEE Access, 2019 This paper pays attention to the problem of optimal filtering for linear continuous time-varying It ô stochastic system with multiple delayed measurements and multiplicative noise.
Yawen Sun +3 more
doaj +1 more source
Advanced Healthcare Materials, EarlyView.A compact handheld GelSight probe reconstructs in vivo 3‐D skin topography with micron‐level precision using a custom elastic gel and a learning‐based surface normal to height map pipeline. The device quantifies wrinkle depth across various body locations and detects changes in wrinkle depth following moisturizer application.
Akhil Padmanabha +12 more
wiley +1 more source
Control for Multiplicative Noise Systems With Packet Losses and Measurement Delays
IEEE Access, 2020 This paper mainly considers the control problems for discrete-time multiplicative noise systems with packet losses and measurement delays. The main contributions are two-fold.
Chuanzhi Lv +3 more
doaj +1 more source
Economic dynamical systems with multiplicative noise
Journal of Mathematical Economics, 2003 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire +3 more sources
Nonlinear stochastic equations with multiplicative Lévy noise [PDF]
Physical Review E, 2010 10 pages, 7 ...
openaire +3 more sources
A Synovium‐on‐Chip Platform to Study Multicellular Interactions in Arthritis
Advanced Healthcare Materials, EarlyView.The Synovium‐on‐Chip comprises a thin microporous PDMS membrane to support co‐culture of fibroblast‐like synoviocytes (FLS), THP‐1‐derived macrophages, and endothelial cells, enabling real‐time analysis of synovial‐vascular interactions. FLS migration through the pores drives endothelial remodeling, while TNF‐α stimulation induces robust inflammatory ...
Laurens R. Spoelstra +8 more
wiley +1 more source
Removing Impulse Bursts from Images by Training-Based Filtering
EURASIP Journal on Advances in Signal Processing, 2003 The characteristics of impulse bursts in remote sensing images are analyzed and a model for this noise is proposed. The model also takes into consideration other noise types, for example, the multiplicative noise present in radar images. As a case study,
Astola Jaakko +4 more
doaj +1 more source