Accurate Prediction = > Large Model = > More Memory Reference = > High Power
Eyeriss: a spatial architecture for energy-efficient dataflow for convolutional neural networks
SCNN: An accelerator for compressed-sparse convolutional neural networks
Information Theory, Inference, and Learning Algorithms
Multi-Mode Inference Engine for Convolutional Neural Networks
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps