Positioning neural networks
Hardware supports for Deep Neural Networks

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H1098 V1 Article

Positioning neural networks


Hardware supports for Deep Neural Networks

Author : Daniel ETIEMBLE

Publication date: August 10, 2021 | Lire en français

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1. Positioning neural networks

Since the early 2000s, artificial intelligence applications have become increasingly important. For machine learning, neural networks have seen the development of significant hardware and software support. Figure 1 shows the position of neural networks in the more general field of artificial intelligence. The aim of this article is not to detail all the concepts, but to present the evolution of hardware support for deep neural networks. We will only present the basic principles of these neural networks, in order to understand the hardware requirements in terms of architectures.

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