简明神经网络-宝阳悦读网

　　　　

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简明神经网络

作者：申富饶

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mobi/epub/pdf/awz3

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本书是神经网络课程的入门教材，用通俗易懂的语言讲解神经网络的相关知识。本书共6章，第1章对神经网络领域进行概述，包括其历史和应用；第2章深入探讨神经元的数学模型，包括其输入、权值、偏置和激活函数；第3章介绍感知机的概念，讨论感知机的结构，并解释如何用它来解决简单的分类问题；第4章介绍多层感知机的概念，讲述如何使用前馈传播和反向传播，同时详细介绍了反向传播中用到的链式法则；第5章涵盖训练神经网络时使用的各种参数和算子；第6章介绍神经网络的分布式学习、压缩和解释，其中分布式学习涵盖使用多台计算机或设备在大型数据集上训练神经网络的内容。

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