Optimization Schemes for In-Memory Linear Regression Circuit With Memristor Arrays.
Shiqing WangZhong SunYuheng LiuShengyu BaoYimao CaiDaniele IelminiRu HuangPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2021)
Keyphrases
- objective function
- constrained optimization
- linear regression
- least squares
- optimization problems
- regression methods
- quantum mechanics
- regression problems
- nonlinear regression
- high speed
- linear regression model
- linear models
- ridge regression
- machine learning
- locally weighted
- decision making
- regression method
- theoretical framework
- optimization methods
- optimization algorithm
- generalized linear models