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。
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)