Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks.
Jian MengLi YangXiaochen PengShimeng YuDeliang FanJae-Sun SeoPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2021)
Keyphrases
- neural network
- limited memory
- pattern recognition
- genetic algorithm
- structured data
- artificial neural networks
- machine learning
- fuzzy systems
- fault diagnosis
- search space
- activation function
- network architecture
- multi layer
- auto associative
- efficient computation
- tree construction
- memory size
- real time
- multilayer perceptron
- cost effective
- back propagation
- computationally efficient
- expert systems
- database systems
- case study
- learning algorithm
- real world