Natural Language, NLP, Cognition, Image Recognition, Convolutional Network.
filter (which we can think of as specific for each layer of the network) is unknown and it is what the network must come-up with during training by optimizing its parameters (i.e. weights). For example, say a picture could be roughly approximated by first identifying its vertical edges in the first