Suplement Material: Generalization Error Bounds on Deep Learning with Markov Datasets Lan V. Truong Department of Engineering University of Cambridge Cambridge, CB2 1PZ lt407@cam.ac.uk

Neural Information Processing Systems 

Here, w will be called the vector of weights of the neuron.