Theory and Numerical Analysis of Extreme Learning Machine and Its Application for Different Degrees of Defect Recognition of Hoisting Wire Rope

Table 1

The common hidden layer activation functions of ELM.

Types of activation functions	Formula of activation functions
Gaussian function
Hard-limit function
Sigmoid function
Multiquadric function