Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing - Sudeep Pasricha - Knjige - Springer International Publishing AG - 9783031195679 - 2. oktobra 2023
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Sudeep Pasricha
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing

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This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative application domains, exploring the efficient hardware design of efficient machine learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for energy-efficient and fast execution on resource-constrained hardware platforms, and understanding hardware-software codesign techniques for achieving even greater energy, reliability, and performance benefits.
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Medij Knjige     Hardcover Book   (Knjiga s trdim hrbtom in platnicami)
Izdano 2. oktobra 2023
ISBN13 9783031195679
Založniki Springer International Publishing AG
Strani 592
Dimenzije 150 × 220 × 20 mm   ·   805 g
Jezik Nemščina  

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