We show that it is desirable to update only a partial set of weights at a time rather than synchronously updating all the weights. Bounds for learning rates which guarantee convergence are derived.

HMRC and the Department for Work and Pensions (DWP) have sent more than 370,000 letters to pensioners who are owed a sum of more than £8,300. This payout is due to ...

In this work, we systematically investigate the linear absorption associated with the excitons’ interband transition of a semiconductor quantum dot (SQD) in proximity to a metal nanoparticle (MNP), ...

Abstract: Various canonical piecewise linear (CPWL) function-based models have been widely used for modeling radio frequency (RF) power amplifiers (PAs). In most literatures, the thresholds of CPWL ...

First-order Marcum Q -function is observed in various problem formulations. However, it is not an easy-to-handle function. For this reason, in this article, we first present a semi-linear ...

While the cortex undergoes rapid nonlinear change in the first years of life, it remains unclear how these changes, which occur prior to age five, are associated with later neurocognitive function.