In this paper, a Hopfield Neural Network based reconfiguration algorithm is proposed for power distribution network, in order to reduce losses in the network and increase reliability at the load points. A suitably constructed energy function is minimized to approach the optimal solution of the reconfiguration problem. The proposed approach is tested successfully on IEEE 33 bus distribution test system.