In human-machine interfaces (HMI), deep learning (DL) techniques such as convolutional neural networks (CNN), long-short term memory (LSTM) and the hybrid CNN-LSTM framework have been exploited for hand kinematics estimation using surface electromyography (sEMG). However, these DL only capture relationship between sEMG kinematics, but ignores prior knowledge of system. By contrast, Kalman filte...

AIM The present study was undertaken with the objectives to characterize and to analyze combined genotypes of cluster of differentiation 14 (CD14) gene to explore its association with clinical mastitis in Karan Fries (KF) cows maintained in the National Dairy Research Institute herd, Karnal. MATERIALS AND METHODS Genomic DNA was extracted using blood of randomly selected 94 KF lactating cattl...

We extend a recent calculation of the nuclear energy density functional in the systematic framework of chiral perturbation theory by computing the isovector spin-orbit terms: (~ ∇ρp− ~ ∇ρn) · ( ~ Jp− ~ Jn)Gso(kf )+ ( ~ Jp− ~ Jn) GJ(kf ). The calculation includes the one-pion exchange Fock diagram and the iterated one-pion exchange Hartree and Fock diagrams. From these few leading order contribu...

Based on a recent chiral approach to nuclear matter we calculate the in-medium interaction of nucleons at the Fermi surface |~ p1,2| = kf . The isotropic part of this quasi-particle interaction is characterized by four density-dependent (dimensionful) Fermi-liquid parameters: f0(kf ), f ′ 0(kf ), g0(kf ) and g ′ 0(kf ). In the approximation to 1π-exchange and iterated 1π-exchange (which as such...

This paper presents a simple and efficient exogenous outlier detection & estimation algorithm introduced in a regularized version of the Kalman Filter (KF). Exogenous outliers that may occur in the observations are considered as an additional stochastic impulse process in the KF observation equation that requires a regularization of the innovation in the KF recursive equations. Regularizing wit...

KF (30 mM) strongly inhibits polypeptide chain initiation in the reticulocyte lysate cell-free system.. Chain elongation is partially inhibited but proceeds to a significant extent with little initiation of new chains. Polysome breakdown is incomplete after incubations as long as 20 min. Under these conditions deacylated tRNA-Met accumulates in a fraction sedimenting faster than 120 S and thus ...

We describe the design of a knowledge-building environment and examine the roles of knowledge-building portfolios in characterizing and scaffolding collaborative inquiry. Three classes of Grade 9 students in Hong Kong used Knowledge Forum (KF) under several design conditions. Results showed (1) Students working on portfolios guided with knowledge building principles showed more participation, d...

We study in this paper the properties of a gas of fermions interacting via a scalar potential v(q) 54pe/q for q,L!kF at dimensions larger than 1, where L!kF is a high-momentum cutoff and kF is the Fermi wave vector. In particular, we shall consider the e2→` limit, where charge fluctuations at wave vectors q,L are forbidden. Within a bosonization approximation, effective actions describing the l...

Although a plethora of synthetic procedures mediated by KF-loaded aluminas is available in the literature, there is almost no data concerning the influence of parameters such as alumina modification or KF-loading on experimental results. Hence, the Pd-catalyzed, solvent-free Suzuki-Miyaura reaction was chosen as model reaction to investigate the effect of the above mentioned parameters on the r...

in this paper, we investigate various kinds of extensions of twin-good rings. moreover, we prove that every element of an abelian neat ring r is twin-good if and only if r has no factor ring isomorphic to z2  or z3. the main result of [24] states some conditions that any right self-injective ring r is twin-good. we extend this result to any regular baer ring r by proving that every element of a...