Recurrent Neural Network Approach Based on the Integral Representation of the Drazin Inverse.

Neural computation

PubMedID: 26313602

Stanimirovic PS, Živkovic IS, Wei Y. Recurrent Neural Network Approach Based on the Integral Representation of the Drazin Inverse. Neural Comput. 2015;1-25.
In this letter, we present the dynamical equation and corresponding artificial recurrent neural network for computing the Drazin inverse for arbitrary square real matrix, without any restriction on its eigenvalues. Conditions that ensure the stability of the defined recurrent neural network as well as its convergence toward the Drazin inverse are considered. Several illustrative examples present the results of computer simulations.