This project focuses on the development of a gradient-based optimization method for multidimensional real functions and neural networks using exponential decay with Tensorflow and Keras. Optimization ...

Recent work uses a simplistic approximation to the matrix exponential derivative to apply gold-standard models from evolutionary biology to a collection of challenging data analyses. Whereas one may ...

Abstract: This correspondence paper focuses on the problem of exponential stability for neural networks with a time-varying delay. The relationship among the time-varying delay, its upper bound, and ...

Abstract: This paper investigates the exponential synchronization of coupled Lur'e dynamical networks with multiple time-varying delays and derivative coupling. In order to synchronize the Lur'e ...

ABSTRACT: In this paper, the global dynamics of a class of higher order nonlinear Kirchhoff equations under n-dimensional conditions is studied. Firstly, the Lipschitz property and squeezing property ...

1 Department of Mathematics, College of Science, King Saud University, Riyadh, Saudi Arabia 2 Department of Mathematics, National Institute of Technology, Jamshedpur, India A new fractional derivative ...

The link above directs to the folder where all of the relevant work for this problem resides. A copy of the shared library has been made in the directly along with the needed header files for the ...

Timothy Li is a consultant, accountant, and finance manager with an MBA from USC and over 15 years of corporate finance experience. Timothy has helped provide CEOs and CFOs with deep-dive analytics, ...