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Compact and Fast Machine Learning Accelerator for IoT Devices

Hantao Huang; Hao Yu

978-981-13-3323-1

2019
Edition 1
- Offers readers a systematic and comprehensive literature review of fast and compact machine learning algorithms on IoT devices
- Provides various techniques on neural network model optimization such as bit-width truncation and matrix (tensor) decomposition
- Focuses on machine learning architecture design on both CMOS technology and RRAM technology to provide energy-efficient hardware solutions
- Illustrates design and analysis for real-life applications such as indoor positioning, energy management and network security in smart buildings
€240 €216
10% OFF

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