SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.
Fangxin LiuWenbo ZhaoYilong ZhaoZongwu WangTao YangZhezhi HeNaifeng JingXiaoyao LiangLi JiangPublished in: CoRR (2021)
Keyphrases
- neural network
- sparse representation
- high dimensional
- sparsity constraints
- compressive sensing
- sparse approximation
- compressive sampling
- integer arithmetic
- sparse coding
- sparse approximations
- mixed norm
- basis pursuit
- sparse data
- artificial neural networks
- neural network model
- dictionary learning
- back propagation
- multilayer perceptron
- recurrent neural networks
- bp neural network
- compressed sensing
- fault diagnosis
- fuzzy logic
- pattern recognition
- sparse reconstruction
- neural nets
- regularized regression
- tensor factorization
- random projections
- negative matrix factorization
- linear combination
- image classification
- fuzzy artmap
- group lasso
- prediction model
- sparse matrices
- high dimensional data
- sparsity inducing
- denoising
- knn
- genetic algorithm