A Sparse CNN Accelerator for Eliminating Redundant Computations in Intra- and Inter-Convolutional/Pooling Layers.
Chen YangYishuo MengKaibo HuoJiawei XiKuizhi MeiPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2022)
Keyphrases
- eliminating redundant
- sparse coding
- deep belief networks
- soft assignment
- cellular neural networks
- sparse representation
- dictionary learning
- sparse data
- convolutional neural network
- deep learning
- compressive sensing
- high dimensional
- parallel implementation
- machine learning
- compressed sensing
- restricted boltzmann machine
- multi layer
- natural images
- image classification
- computer vision