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Book synopsis

This book addresses the technological contributions and developments of advanced hardware for Machine Learning (ML) computing systems. The authors discuss state-of-the-art progress in this area (and related topics) as well as reporting on their application to diverse fields. This is achieved by chapters covering the entire spectrum of research activities to include design and applications, with a focus on high performance and dependable operation. The entire hardware stack (from circuit, to architecture, up to the system level) is discussed in detail.  The book will cover innovative material as well as tutorials, reviews and surveys of current theoretical/experimental results, design methodologies and applications over a wide spectrum of scope for an enlarged readership, so to include engineers as well as scientists.

Book details

Book category Books in English Computing & information technology Computer hardware Embedded systems

• Full title: Machine Learning Systems
• Subtitle: The Role of Hardware Design for High Performance Computing. DE
• Author: Shanshan Liu, Pedro Reviriego, Zhen Gao, Fabrizio Lombardi
• Language: English
• Binding: Hardback
• Number of pages: 483
• EAN: 9783032174451
• ID: 50211362
• Publisher: Springer, Berlin
• Dimensions: 235 × 155 mm
• Date of publishing: 06. April 2026

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