Week 1: Systems of Linear Equations Matrices are commonly used in machine learning and data science to represent data and its transformations. In this week, you will learn how matrices naturally arise ...

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine ...

To obtain the online solution of complex-valued systems of linear equation in complex domain with higher precision and higher convergence rate, a new neural network based on Zhang neural network (ZNN) ...

Abstract: The time-dependent nature of real-world problems and the ubiquity of linear equations underscore the fundamental importance of time-dependent systems of linear equations (TDSLE). However, ...

Abstract: To address the issues of poor fault tolerance and high computational complexity in traditional matrix analysis methods for identifying the code length and synchronization of linear block ...