<s>[INST] What do you mean by convolutional neural networks [/INST] Convolutional neural networks are a sub-type of neural networks. They require inputs that are ordered in one or more convolution dimensions, like samples in audio data in 1-D or pixels in images in 2-D. Convolutional neural networks process the data in a translationally equivariant way, i.e. a shift in the input data along the convolution dimension results in a corresponding shift of the outputs along that dimension. Internally they use a shared-weight architecture of the convolution kernels or filters that slide along input features.</s>\ <s>[INST] I didn't understand any of that. Can you rephrase it in simple terms for me? Use an image as an example. [/INST] I didn't understand any of that. Can you rephrase it in simple terms for me? Use an image as an example.</s>