Sign in
A QUANTUM PERCEPTRON
Journal article   Peer reviewed

A QUANTUM PERCEPTRON

M. Andrecut, M. K. Ali and M. K. M. Ali
International journal of modern physics. B, Condensed matter physics, statistical physics, applied physics, Vol.16(4), pp.639-645
10/02/2002

Abstract

The task of a classical perceptron is to classify two classes of patterns by generating a separation hyperplane. Here, we give a complete description of a quantum perceptron. The quantum algorithms for classification and learning are formulated in terms of unitary quantum gates operators. In the quantum case, the concept of separable or non-separable classes is irrelevant because the quantum perceptron can learn a superposition of patterns which are not separable by a hyperplane.

Metrics

1 Record Views

Details