IEEE

The Nonlinear matrix Equation Xm = A and its Applications to Graph Theory

Abstract: Nonlinear matrix equation widely used in the control theory.When restricted to integer rings ,the integer matrix and the finite directed graph is corresponding.This paper made the integer ...
GitHub

Nonlinear equations solver and grapher.

Newton's method; Iteration method; Chord method; Bisection method. This program uses C++ library fParser which can be used to parse and evaluate a mathematical function from a string, C++11 threads, ...
IEEE

Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear Isolation

Abstract: Dynamic Graph Neural Networks (DGNNs) have demonstrated significant potential in handling temporal graph-structured data. Typical DGNNs combine GNNs to process the structural information of ...
GitHub

Graph-Neural-Network-Precoding-for-Mitigating-Non-Linear-PA-Distortion

This repository contains the code for the paper 'Toward Energy-Efficient Massive MIMO: Graph Neural Network Precoding for Mitigating Non-Linear PA Distortion' In the GNN repo the code to train and ...
JSTOR Daily

Stochastic Particle Approximations for Generalized Boltzmann Models and Convergence Estimates

We specify the Markov process corresponding to a generalized mollified Boltzman equation with general motion between collisions and nonlinear bounded jump (collision) operator, and give the nonlinear ...