Optimized Neural Network Processor Based on Frequency-Domain Compression Algorithm

This chapter introduces a designed neural network processor that improves energy efficiency with a frequency-domain compression algorithm. This chapter first analyzes the significant power and area overhead of NN processors based on irregular sparse compression technology due to the support for sparsity, and then introduces the frequency-domain structural compression algorithm adopted in this work.