A circuit-algorithm codesign method to reduce the accuracy drop of RRAM based computing-in-memory chip.
Wenqiang ZhangBin GaoPeng YaoJianshi TangHuqiang WuHe QianPublished in: ICTA (2020)
Keyphrases
- high accuracy
- computational cost
- computational efficiency
- computational speed
- computational complexity
- dynamic programming
- preprocessing
- detection algorithm
- detection method
- synthetic and real images
- reduce the computational complexity
- clustering method
- optimization algorithm
- segmentation algorithm
- similarity measure
- significant improvement
- k means
- accuracy rate
- experimental evaluation
- cost function
- estimation accuracy
- improved algorithm
- recognition algorithm
- objective function
- memory usage
- roc curve
- optimization method
- tree structure
- segmentation method
- support vector machine svm
- matching algorithm
- memory requirements
- learning algorithm
- classification accuracy
- highly efficient
- exhaustive search
- theoretical analysis
- window size
- computationally efficient
- average error
- energy function
- convergence rate
- input data
- classification algorithm
- support vector machine
- auto associative
- method reduces the number