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深度学习的数学

深度学习的数学

[日]涌井良幸, [日]涌井贞美, 杨瑞龙
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《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。
Year:
2019
Publisher:
人民邮电出版社
Language:
chinese
Pages:
236
ISBN 10:
7115509344
ISBN 13:
9787115509345
File:
PDF, 9.31 MB
IPFS:
CID , CID Blake2b
chinese, 2019
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