Preface.- Acknowledgments.- Introduction.- Overview of Deep Neural Networks.- Key Metrics and Design Objectives.- Kernel Computation.- Designing DNN Accelerators.- Operation Mapping on Specialized Hardware.- Reducing Precision.- Exploiting Sparsity.- Designing Efficient DNN Models.- Advanced Technologies.- Conclusion.- Bibliography.- Authors' Biographies.

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