Edge AI: Computation and Intelligence examines deployment of artificial intelligence and machine learning on constrained devices covering edge computing architectures and real-time processing capabilities. The book addresses computational limitations, optimization techniques, and inference acceleration strategies. Coverage includes neural network compression, quantization approaches, and edge device implementation. The work explores applications in IoT, smart devices, autonomous systems, a...

This volume helps to address the genuine 21st century need for advances in data science and computing technology. It provides an abundance of new research and studies on progressive and innovative technologies, including artificial intelligence, communication systems, cyber security applications, data analytics, Internet of Things (IoT), machine learning, power systems, VLSI, embedded systems, and much more. The book presents a variety of interesting and important aspects of data science a...

This book includes selected technical papers presented at the First Structural Integrity Conference and Exhibition (SICE-2016). The papers, by eminent scientists and academicians working in the areas of structural integrity, life prediction, and condition monitoring, are classified under the domains of: aerospace, fracture mechanics, fatigue, creep-fatigue interactions, civil structures, experimental techniques, computation mechanics, polymer and metal matrix composites, life prediction, m...