SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity

Jingyang Zhu, Jingbo Jiang, Xizi Chen +1

Contemporary Deep Neural Network (DNN) contains millions of synaptic connections with tens to hundreds of layers. The large computation and memory requirements pose a challenge to…