Results 81 to 90 of about 2,314,269 (376)

Data‐driven performance metrics for neural network learning

International Journal of Adaptive Control and Signal Processing, EarlyView., 2023
Summary Effectiveness of data‐driven neural learning in terms of both local mimima trapping and convergence rate is addressed. Such issues are investigated in a case study involving the training of one‐hidden‐layer feedforward neural networks with the extended Kalman filter, which reduces the search for the optimal network parameters to a state ...
Angelo Alessandri, Mauro Gaggero, Marcello Sanguineti   +2 more
wiley   +1 more source

Probability density function method for Langevin equations with colored noise.

Physical Review Letters, 2013
Understanding the mesoscopic behavior of dynamical systems described by Langevin equations with colored noise is a fundamental challenge in a variety of fields.
Peng Wang, A. Tartakovsky, D. Tartakovsky   +2 more
semanticscholar   +1 more source

Modifications in FLAP's second cytosolic loop influence 5‐LOX interaction, inhibitor binding, and leukotriene formation

FEBS Letters, EarlyView.
The enzyme 5‐lipoxygenase (5‐LOX) catalyzes the first step in the biosynthesis of leukotrienes (LTs) involved in inflammatory pathophysiology. After cellular stimulation, 5‐LOX translocates to the nucleus, interacting with the 5‐LOX‐activating protein (FLAP) to form LTA4 from arachidonic acid (AA).
Erik Romp, Katharina Rataj, Stefanie König, Marcia E. Newcomer, Oliver Werz, Ulrike Garscha   +5 more
wiley   +1 more source

The carboxylate “gripper” of the substrate is critical for C‐4 stereo‐inversion by UDP‐glucuronic acid 4‐epimerase

FEBS Letters, EarlyView.
UDP‐glucuronic acid 4‐epimerase (UGAepi) catalyzes NAD+‐dependent interconversion of UDP‐glucuronic acid (UDP‐GlcA) and UDP‐galacturonic acid (UDP‐GalA) via C4‐oxidation, 4‐keto‐intermediate rotation, and C4‐reduction. Here, Borg et al. examined the role of the substrate's carboxylate group in the enzymic mechanism by analyzing NADH‐dependent reduction
Annika J. E. Borg, Laura De Cnop, Bernd Nidetzky   +2 more
wiley   +1 more source

Remarks on Some Nonparametric Estimates of a Density Function

, 1956
1. Summary. This note discusses some aspects of the estimation of the density function of a univariate probability distribution. All estimates of the density function satisfying relatively mild conditions are shown to be biased.
M. Rosenblatt
semanticscholar   +1 more source

Properties of the integral curve and solving of non-autonomous system of ordinary differential equations

Vestnik Samarskogo Gosudarstvennogo Tehničeskogo Universiteta. Seriâ: Fiziko-Matematičeskie Nauki, 2012
In this paper, we consider non-autonomous system of ordinary differential equations. For a given non-autonomous system, we introduce the distribution probability-density function of representative points of the ensemble of Gibbs, possessing all the ...
Gennady A Rudykh, Daria J Kiselevich
doaj   +3 more sources

Probability density functions of work and heat near the stochastic resonance of a colloidal particle [PDF]

, 2008
We study experimentally and theoretically the probability density functions of the injected and dissipated energy in a system of a colloidal particle trapped in a double well potential periodically modulated by an external perturbation.
Alberto Imparato, Artyom Petrosyan, Babic D, Imparato A, Jop P, Kurchan J, Pierre Jop, Ritort F, Schmitt C, Sergio Ciliberto, Speck T, Speck T, Wolfram S   +12 more
core   +4 more sources

Surfaceome: a new era in the discovery of immune evasion mechanisms of circulating tumor cells

Molecular Oncology, EarlyView.
In the era of immunotherapies, many patients either do not respond or eventually develop resistance. We propose to pave the way for proteomic analysis of surface‐expressed proteins called surfaceome, of circulating tumor cells. This approach seeks to identify immune evasion mechanisms and discover potential therapeutic targets. Circulating tumor cells (
Doryan Masmoudi, Jérome Vialaret, Christophe Hirtz, Catherine Alix‐Panabières   +3 more
wiley   +1 more source

Transported Joint Probability Density Function Modeling of Turbulent Dilute Spray Flows

Eurasian Chemico-Technological Journal, 2014
A transported joint probability density function (PDF) model for turbulent spray flows is presented, where a one-point one-time statistical description of the gas-phase mixture fraction and the gas velocity is used.
Y. Hu, E. Gutheil
doaj   +1 more source

The Wigner function associated to the Rogers-Szego polynomials

, 2004
We show here that besides the well known Hermite polynomials, the q-deformed harmonic oscillator algebra admits another function space associated to a particular family of q-polynomials, namely the Rogers-Szego polynomials.
Andrews G E, Atakishiyev N M, Berry M V, Biedenharn L C, Bizarro J, Carlitz L, Carlitz L, Carruthers P, D Galetti, de Groot S R, Galetti D, Galetti D, Gasper G, González J A, Hillery M, Kim Y S, Kowalski K, M Ruzzi, Macfarlane A J, Mehta M L, Mukunda N, Ruzzi M, S S Mizrahi, Susskind L, Szegö G, Szegö G, Whittaker E T   +26 more
core   +1 more source