第10讲 - 专用IP - 机器学习的基本概念与AI加速器

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机器学习概述

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LSTM

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数字集成电路促进机器学习

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机器学习促进数字集成电路

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一个小例子(LSTM)

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一个小例子(矩阵乘加)

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OS

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WS

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