The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning von Pradeep Singh | ISBN 9789819647064

The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning

von Pradeep Singh und Balasubramanian Raman
Mitwirkende
Autor / AutorinPradeep Singh
Autor / AutorinBalasubramanian Raman
Buchcover The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning | Pradeep Singh | EAN 9789819647064 | ISBN 981-9647-06-1 | ISBN 978-981-9647-06-4

The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning

von Pradeep Singh und Balasubramanian Raman
Mitwirkende
Autor / AutorinPradeep Singh
Autor / AutorinBalasubramanian Raman

This book offers an in-depth exploration of the mathematical foundations underlying transformer networks, the cornerstone of modern AI across various domains. Unlike existing literature that focuses primarily on implementation, this work delves into the elegant geometry, symmetry, and mathematical structures that drive the success of transformers. Through rigorous analysis and theoretical insights, the book unravels the complex relationships and dependencies that these models capture, providing a comprehensive understanding of their capabilities. Designed for researchers, academics, and advanced practitioners, this text bridges the gap between practical application and theoretical exploration. Readers will gain a profound understanding of how transformers operate in abstract spaces, equipping them with the knowledge to innovate, optimize, and push the boundaries of AI. Whether you seek to deepen your expertise or pioneer the next generation of AI models, this book is an essential resource on the mathematical principles of transformers.