An analogue neural network for solving the assignment problem is presented. The proposed analogue neural network is asymptotically stable and able to generate optimal solutions to the assignment problem. An opamp-based circuit realisation of the analogue neural network is described. An illustrative example is also discussed to demonstrate the performance and operating characteristics of the analogue neural network.