Deep Neural Networks Overview

Ghada Alsuhli,Vasilis Sakellariou,Hani Saleh,Mahmoud Al‐Qutayri,Baker Mohammad, T. Stouraitis

Synthesis lectures on engineering, science, and technology（2023）

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摘要

The following Chapter introduces the reader to basic DNN concepts. It provides the definition of the basic DNN operations which are directly related to the underlying numbering system. It also decibels popular DNN models used in modern AI systems. Finally, an overview of the standard training procedure (gradient descent, backpropagation) is given.

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deep neural networks,neural networks,overview

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