This lecture presents a quiz on convolutional layers, covering topics such as the number of adjustable weights, the impact of input dimensions on weights, and the invariance under rotations and translations in deep convolutional networks. The quiz also explores the differences between pooling by averaging and max pooling in deep multi-layer networks.