The partial charge transfer technique can expand the dynamic range of a CMOS image sensor by synthesizing two types of signal, namely the long and short accumulation time signals. However the short accumulation time signal obtained from partial transfer operation suffers of non-linearity with respect to the incident light. In this paper, an analysis of the non-linearity in partial charge transf...

The conventional wisdom is that backprop nets with excess hidden units generalize poorly. We show that nets with excess capacity generalize well when trained with backprop and early stopping. Experiments suggest two reasons for this: 1) Overfitting can vary significantly in different regions of the model. Excess capacity allows better fit to regions of high non-linearity, and backprop often avo...

In this paper, the auxiliary equation method is employed to construct novel solitary wave solutions of dimensionless form non-linear Schrodinger with parabolic law non-linearity in presence dispersion. The are represented through various techniques demonstrate dynamical and physical behavior investigated models. All checked their accuracy by putting them back into original model?s MATHEMATICA 12.

A sufficient condition for the existence of equilibrium in Song (2007) is given. Non-linearity and linearity of prices in the model are discussed in depth.

A Monte Carlo model based on signal-dependent charge sharing mechanism during charge collection has been developed to explain the non-linearity of the Photon Transfer Curve (PTC) in image sensors. The model is based on tracing of individual electrons generated by Poisson-distributed photons and describes the PTC non-linearity as a process with subPoisson variance, with excellent qualitative agr...

A Monte Carlo model based on signal-dependent charge sharing mechanism during charge collection has been developed to explain the non-linearity of the Photon Transfer Curve (PTC) in image sensors. The model is based on tracing of individual electrons generated by Poisson-distributed photons and describes the PTC non-linearity as a process with subPoisson variance, with excellent qualitative agr...