深度学习的数学
83.1%
Douban rating · 1,036 ratings
- Author
- 涌井良幸 涌井贞美
- Publisher
- 人民邮电出版社
- Price
- 69
- Readers
- 35
- Status
- Completed
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Summary
《深度学习的数学》基于丰富的图示和具体示例，通俗易懂地介绍了深度学习相关的数学知识。第1章介绍神经网络的概况；第2章介绍理解神经网络所需的数学基础知识；第3章介绍神经网络的最优化；第4章介绍神经网络和误差反向传播法；第5章介绍深度学习和卷积神经网络。书中使用Excel进行理论验证，帮助读者直观地体验深度学习的原理。
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