The first ideas on neural computation have been published by Subhash Kak, who discusses the similarity of the neural activation function with the quantum mechanical Eigenvalue equation.
32.
Consequently, whereas a true perceptron performs binary classification, a neuron in a multilayer perceptron is free to either perform classification or regression, depending upon its activation function.
33.
Given certain mild conditions on the shape of the activation function, RBF networks are universal approximators on a compact subset of \ mathbb { R } ^ n.
34.
A special transcription activation function ( TAF ), called TAF-3, is present in the progesterone receptor-B, in a B-upstream segment ( BUS ) at the amino acid terminal.
35.
Radial basis function ( RBF ) networks typically have three layers : an input layer, a hidden layer with a non-linear RBF activation function and a linear output layer.
36.
Ideas to imitate the perceptron activation function with a quantum mechanical formalism reach from special measurements to postulating non-linear quantum operators ( a mathematical framework that is disputed ) [.
37.
A direct implementation of the activation function using the circuit-based model of quantum computation has recently been proposed by Schuld, Sinayskiy and Petruccione based on the quantum phase estimation algorithm.
38.
Note that the output of the j th neuron, y _ j \,, is just the neuron's activation function g \, applied to the neuron's input h _ j \,.
39.
The product activation function in Windows XP is designed to prevent cloned systems from functioning on a PC other than the machine on which the operating system was first activated.
40.
A problem is that nonlinear activation functions do not immediately correspond to the mathematical structure of quantum theory, since a quantum evolution is described by linear operations and leads to probabilistic observation.
