Training for temporal sparsity in deep neural networks, application in video processing

Amirreza Yousefzadeh, Manolis Sifalakis

Activation sparsity improves compute efficiency and resource utilization in sparsity-aware neural network accelerators. As the predominant operation in DNNs is multiply-accumulate…