Compact neural network detector for hard-disk drive using zero-forcing preprocessing

The algorithm and architecture of a compact neural network based partial response maximum likelihood (PRML) detector with zero-forcing preprocessing for hard-disk drive reading channels are discussed. The data preprocessing technique to improve the performance and simulation result are also presented.