Noise Minimization in Factor Models
Abstract In this brief paper we formulate an approach to system identification which treats all variables in a symmetric way. For this purpose we introduce a class of factor analysis models where the dynamical factor process satisfies linear system restrictions. In a sense this integrates the behavioural approach to system identification, which up to
Heij, Christiaan, Roorda, B (Berend)
openaire +2 more sources
Noise-Transfer2Clean: denoising cryo-EM images based on noise modeling and transfer. [PDF]
Li H +8 more
europepmc +1 more source
Elevated Connectivity During Language Processing Is Associated With Cognitive Performance in SeLECTS
ABSTRACT Objective Self‐Limited Epilepsy with Centrotemporal Spikes (SeLECTS) is associated with language impairments despite seizures originating in the motor cortex, suggesting aberrant cross‐network interactions. Here we tested whether functional connectivity in SeLECTS during language tasks predicts language performance.
Wendy Qi +8 more
wiley +1 more source
Sensor-Physics-Driven Noise Modeling for Low-Light Imaging Using Adversarial Learning
High-fidelity imaging in extreme low light is challenged by ultra-low signal-to-noise ratios. We propose a hybrid noise modeling framework integrating physical priors with generative adversarial networks (GANs). The method simulates photon shot noise via
Peihua Zhao +5 more
doaj +1 more source
Jitter noise modeling and its removal using recursive least squares in shape from focus systems. [PDF]
Mutahira H, Shin V, Park U, Muhammad MS.
europepmc +1 more source
Peripheral Neutrophil Activation and Extracellular Trap Formation in Amyotrophic Lateral Sclerosis
Markers of neutrophil activation are increased in plasma during ALS, and markers of NET formation associate with ALS survival. ABSTRACT Objectives Peripheral neutrophil levels in amyotrophic lateral sclerosis (ALS) inversely correlate with survival, suggesting a role for neutrophils in disease progression.
Lillia A. Baird +9 more
wiley +1 more source
Life-cycle costs and infrastructural investments induced by unconventional low-noise aircraft
The environment challenge and the expected growth of the market demand impose a technology breakthrough within the aeronautical industry. Although several innovative configurations of airplanes have been analyzed, none of them has been yet chosen as the ...
CENTRACCHIO, FRANCESCO +2 more
core
Data-driven noise modeling of digital DNA melting analysis enables prediction of sequence discriminating power. [PDF]
Langouche L +5 more
europepmc +1 more source
ABSTRACT Objective To clarify the clinical relevance of dopamine transporter single‐photon emission computed tomography (DAT‐SPECT) abnormalities in amyotrophic lateral sclerosis (ALS), with a prespecified focus on sex‐stratified associations with disease progression and short‐term prognosis.
Tomoya Kawazoe +7 more
wiley +1 more source
Ten Questions on Innovative Urban Design Strategies for Sustainable Noise Management
This review paper examines innovative urban design strategies for sustainable noise management through a structured analysis framed by ten guiding questions.
Sanjay Kumar, Kimihiro Sakagami
doaj +1 more source

