Dead Pixel Test Using Effective Receptive Field

Understand

Deep neural networks have been used in various fields, but their internal behavior is not well known.

• In this study, we discuss two counterintuitive behaviors of convolutional neural networks (CNNs).
• First, we evaluated the size of the receptive field.
• Previous studies have attempted to increase or control the size of the receptive field.