Learn Neural Networks & Deep Learning WebGPU API & Compute Shaders

By Kenwright

The web and neural networks have been around for more than half a century, but with recent advancements in web-technologies and the introduction of a new compute API - this book show's what's possible when neural networks and the WebGPU API intersect. Learn how neural networks and related machine learning models will create the next medium as we shift towards adaptive parallel computational models.

Pages: 228
Publication: 22 June 2024
Language: English
ISBN: 9798329136074

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The appeal of “Learn Neural Networks & Deep Learning WebGPU API & Compute Shaders” starts with its focus on Neural Networks. That is fertile territory for a reader ready to move beyond collecting ideas and start making connections. Shader programming puts small technical decisions directly into the image. A colour, surface, or motion effect gives the reading a concrete target and a result you can revisit. Use the topic as material for a clearer explanation. Choose a person who needs the idea, find a concrete example, and make the connection visible. The result can be a better conversation as well as a useful reading session. Pick a question. Open a book. See where it takes you.

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Explore Books, Computers & Technology, Computer Science with a reading approach that gives the ideas somewhere to go. Shader programming puts small technical decisions directly into the image. A colour, surface, or motion effect gives the reading a concrete target and a result you can revisit.

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Publisher’s synopsis

Learn Neural Networks and Deep Learning with WebGPU and Compute Shaders offers a comprehensive and in-depth guide that walks you through the concepts, applications, and best practices. With a strong focus on hands-on examples and real-world relevance, it empowers you to not just learn the theory but to apply it in meaningful ways across graphics, compute, and more.

From the publisher