Quadratic neural unit is a good compromise between linear models and neural networks for industrial applications.
Ivo BukovskyNoriyasu HommaL. SmetanaRicardo Rodríguez JorgeM. MironovovaS. VranaPublished in: IEEE ICCI (2010)
Keyphrases
- industrial applications
- linear models
- neural network
- network architecture
- variable selection
- linear model
- gaussian processes
- learning rules
- linear regression
- artificial neural networks
- pattern recognition
- nonlinear models
- computational complexity
- fuzzy logic
- fault diagnosis
- pairwise
- data analysis
- cross validation
- data sets
- computational intelligence
- machine learning