Topic: Physics

Artificial Intelligence for Digitising Industry Applications

Artificial Intelligence for Digitising Industry Applications

This book provides in-depth insights into use cases implementing artificial intelligence (AI) applications at the edge. It covers new ideas, concepts, research, and innovation to enable the development and deployment...
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434 pages
2024-10-21 Published
Manifold Learning

Manifold Learning

This Open Access book reviews recent theoretical and numerical developments in nonlinear model order reduction in continuum mechanics, being addressed to Master and PhD students, as well as to researchers,...
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117 pages
2024-02-21 Published
Photonic Neural Networks with Spatiotemporal Dynamics

Photonic Neural Networks with Spatiotemporal Dynamics

This open access book presents an overview of recent advances in photonic neural networks with spatiotemporal dynamics. The computing and implementation paradigms presented in this book are outcomes of interdisciplinary studies...
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286 pages
2023-10-17 Published
The Science-Music Borderlands

The Science-Music Borderlands

Interdisciplinary essays on music psychology that integrate scientific, humanistic, and artistic ways of knowing in transformative ways. Researchers using scientific methods and approaches to advance our understanding of music and...
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408 pages
2023-05-02 Published
Advancing Edge Artificial Intelligence

Advancing Edge Artificial Intelligence

The intersection of AI, the Internet of Things (IoT) and edge computing has kindled the edge AI revolution that promises to redefine how we perceive and interact with the physical...
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259 pages
2024-03-04 Published
Evolvability

Evolvability

Essays on evolvability from the perspectives of quantitative and population genetics, evolutionary developmental biology, systems biology, macroevolution, and the philosophy of science. Evolvability—the capability of organisms to evolve—wasn't recognized as...
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448 pages
2023-06-27 Published
Machine Learning with Neural Networks

Machine Learning with Neural Networks

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the...
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241 pages
2021-10-28 Published
The Principles of Deep Learning Theory

The Principles of Deep Learning Theory

This textbook establishes a theoretical framework for understanding deep learning models of practical relevance. With an approach that borrows from theoretical physics, Roberts and Yaida provide clear and pedagogical explanations...
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472 pages
2022-05-26 Published
Understanding Deep Learning

Understanding Deep Learning

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a fast-moving field with sweeping relevance in today's...
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496 pages
2023-12-05 Published
Evolution On Purpose

Evolution On Purpose

A unique exploration of teleonomy—also known as “evolved purposiveness”—as a major influence in evolution by a broad range of specialists in biology and the philosophy of science. The evolved purposiveness...
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400 pages
2023-08-22 Published
No Heavenly Bodies

No Heavenly Bodies

The compelling and little-known history of satellite communications that reveals the Soviet and Eastern European roles in the development of its infrastructure. Taking its title from Hannah Arendt's description of...
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256 pages
2023-11-28 Published
From Geometry to Behavior

From Geometry to Behavior

An overview of the mechanisms and evolution of spatial cognition, integrating evidence from psychology, neuroscience, cognitive science, and computational geometry. Understanding how we deal with space requires input from many...
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328 pages
2024-01-23 Published