A Beginner's Guide to Understanding Convolutional Neural Networks (Part 2) - DZone AI

Be sure to check out Part 1 first! As a disclaimer, I do realize that some of these topics are quite complex and could be made in whole posts by themselves. In an effort to remain concise yet retain comprehensiveness, I will provide links to research papers where the topic is explained in more detail. Alright, let's look back at our good old conv layers. Remember the filters, the receptive fields, the convolving? Now, there are two main parameters that we can change to modify the behavior of each layer.