Embedded Artificial Intelligence

Embedded Artificial Intelligence

Principles, Platforms and Practices

Li, Bin

Springer Verlag, Singapore

09/2024

260

Mole

9789819750375

15 a 20 dias

Descrição não disponível.

PART I. PRINCIPLES.- Chapter 1. Embedded Artificial Intelligence.- Chapter 2. Principle of Embedded AI Chips.- Chapter 3. Lightweight Neural Networks.- Chapter 4. Compression of Deep Neural Network.- Chapter 5. Framework for Embedded Neural Network Applications.- Chapter 6. Lifelong Deep Learning.- PART II. PLATFORMS.- Chapter 7. Embedded AI Accelerator Chips.- Chapter 8. Software Framework for Embedded Neural Networks.- PART III. PRACTICES.- Chapter 9. Embedded AI Development Process.- Chapter 10. Optimizing Embedded Neural Network Models.- Chapter 11. Examples of Embedded Neural Network Application.- Chapter 12. Conclusion: Intelligence in Everything.

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Embedded Artificial Intelligence;Embedded AI;Edge AI;TinyML;Model Compression;Embedded AI Accelerator Chip;Lightweight Neural Network;Tensorflow Lite;Jetson