INA: Incremental Network Approximation Algorithm for Limited Precision Deep Neural Networks.
Zheyu LiuKaige JiaWeiqiang LiuQi WeiFei QiaoHuazhong YangPublished in: ICCAD (2019)
Keyphrases
- neural network
- detection algorithm
- learning algorithm
- single pass
- np hard
- optimization algorithm
- computational complexity
- incremental version
- worst case
- k means
- pattern recognition
- theoretical analysis
- preprocessing
- optimal solution
- incremental learning
- error bounds
- high precision
- segmentation algorithm
- particle swarm optimization
- linear programming
- association rules
- expectation maximization
- associative memory
- approximation ratio
- auto associative
- incremental algorithms
- growing neural gas
- simulated annealing