CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices.
Caiwen DingSiyu LiaoYanzhi WangZhe LiNing LiuYouwei ZhuoChao WangXuehai QianYu BaiGeng YuanXiaolong MaYipeng ZhangJian TangQinru QiuXue LinBo YuanPublished in: CoRR (2017)
Keyphrases
- neural network
- coefficient matrix
- pattern recognition
- back propagation
- neural network model
- artificial neural networks
- fuzzy logic
- singular value decomposition
- data compression
- activation function
- digital images
- genetic algorithm
- matrix representation
- feed forward
- data sets
- linear complementarity problem
- pairwise comparison
- positive definite
- block size
- hidden layer
- neural nets
- multilayer perceptron
- self organizing maps
- fault diagnosis
- sufficient conditions