Structured Sparse Ternary Weight Coding of Deep Neural Networks for Efficient Hardware Implementations

Yoonho Boo, Wonyong Sung

Deep neural networks (DNNs) usually demand a large amount of operations for real-time inference. Especially, fully-connected layers contain a large number of weights, thus they usu…