Definition
A convolutional neural network applies shared learned filters across local regions, making it effective for spatial or sequential patterns.
Distinguish it from nearby terms
A transformer uses attention to relate positions broadly; a CNN emphasizes local patterns and translation-related structure.
Check your understanding
Identify the receptive field, shared filter, and output feature map in a simple image layer.