conv2d 从原理到实现 相关资料

1、基础原理

http://www.datakit.cn/blog/2016/03/23/bp_cnn.html

2、简单的conv2d使用例子

http://brightliao.me/2017/04/15/understanding-gradients-of-conv2d-in-experiments/

https://blog.csdn.net/mao_xiao_feng/article/details/78003476

3、tensorflow代码分析

https://www.jiqizhixin.com/articles/2017-10-31-5

http://www.cnblogs.com/yao62995/p/5773018.html

4、tensorflow卷积/反卷积

https://www.cnblogs.com/ranjiewen/p/9368359.html#commentform

    - 介绍了tf.nn.conv2d、tf.nn.conv2d_backprop_filter、tf.nn.conv2d_backprop_input、tf.nn.conv2d_transpose

    - 给出了dx、dw的多种计算方法

https://www.cnblogs.com/zyly/p/8991412.html#commentform

    - 反卷积实例+code+解析

https://blog.csdn.net/guotong1988/article/details/52955164

    - 作者从源码可见conv2d_transpose实际就是计算conv2d_backprop_input（有待确认？）