A shift-invariant variational autoencoder (shift-VAE) is developed as an unsupervised method for the analysis of spectral data in presence shifts along parameter axis, disentangling physically-relevant from other latent variables. Using synthetic sets, we show that shift-VAE variables closely match ground truth parameters. The shift VAE extended towards band-excitation piezoresponse force micro...

Orthogonal Frequency Division Multiplexing (OFDM), a promising technique to support high-bit-rate wireless systems, is limited by potentially large Peak-to-Average Power ratio (PAR) and Intercarrier Interference (ICI) due to frequency offset errors. Several techniques proposed in the literature treat these limitations as two separate problems. This paper shows that a simple adaptive modulation ...

introduction: some dental sealers have neurotoxic effects on neuronaltissues. these effects appear to be mediated through the inhibition of ionic channels. intracellular recording was performed on neuronal cells tocharacterize the underlying ionic mechanisms of neurotoxicity induced by roth 801. materials and methods: experiments were carried out on f1 neuronal soma membrane located in the righ...

In this paper, the effect of pressure, temperature and impurity on the energylevels, binding energy, linear and nonlinear optical properties of a modified Gaussianquantum dot are studied. In this regard, the finite element method is employed to solvethe single electron Schrodinger equation in the effective mass approximation with andwithout impurity at the center of the dot. In addition, the en...

Recent evidence from animal research suggests that peak shift effects produced with complex pattern stimuli are influenced by the level of spatial variability over successive presentations of the stimuli. Initial attempts to explain this have relied on postulating a shift between elemental and configural representations supporting learning. Here we outline an elemental model based on contempora...