activation function उदाहरण वाक्य

उदाहरण वाक्य

1. In many applications the units of these networks apply a " sigmoid function " as an activation function.
2. where is the matrix of input-to-hidden-layer weights, is some activation function, and is the matrix of hidden-to-output-layer weights.
3. This result holds for a wide range of activation functions, e . g . for the sigmoidal functions.
4. Each convolutional layer is followed by a rectified linear unit, a popular activation function for deep neural networks.
5. Backpropagation requires that the activation function used by the artificial neurons ( or " nodes " ) be differentiable.
6. A generalisation of the logistic function to multiple inputs is the softmax activation function, used in multinomial logistic regression.
7. One of the first versions of the theorem was proved by George Cybenko in 1989 for sigmoid activation functions.
8. Here, \ sigma _ 1 is an element-wise activation function such as a sigmoid function or a rectified linear unit.
9. where \ phi ^ \ prime is the derivative of the activation function described above, which itself does not vary.
10. Neurons with this kind of activation function are also called " artificial neurons " or " linear threshold units ".