神经网络学习笔记 - lecture3:The backpropagation learning proccedure

 视频地址: https://class.coursera.org/neuralnets-2012-001/lecture/index

PPT下载: https://d396qusza40orc.cloudfront.net/neuralnets/lecture_slides%2Flec3.pptx

笔记:

还没整理成电子版,先放上来纸质版。

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参考资料:

《Dropout: A simple and effective way to improve neural networks》 Geoffrey E Hinton, George E Dahl 2012

Early stopping》 wikipedia

《A New Framework for Machine Learning ---贝叶斯方法》 廖红虹 2012

《Why Does Unsupervised Pre-training Help Deep Discriminant Learning?》 Dumitru Erhan 2010 (视频)

 

 

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