NoiseOut: A Simple Way to Prune Neural Networks

Mohammad Babaeizadeh, Paris Smaragdis, Roy H. Campbell

Neural networks are usually over-parameterized with significant redundancy in the number of required neurons which results in unnecessary computation and memory usage at inference…