Chapter 5

GPU programming on MATLAB toolboxes

Abstract

This chapter aims to explore GPU-enabled MATLAB functions on several toolboxes other than the Parallel Computing Toolbox, like the Communications System Toolbox, Image Processing Toolbox, Neural Network Toolbox, Phased Array System Toolbox, Signal Processing Toolbox, and Statistics and Machine Learning Toolbox. This chapter presents the GPU-enabled functions on these toolboxes with a variety of real-world examples. After reading this chapter, you should be able to:

 use GPU-based implementations of the Communications System Toolbox.

 implement image processing applications on a GPU.

 train and simulate neural networks on a GPU.

 perform clutter simulations on a GPU.

 use GPU-based ...

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