Study on neural network-controlled ATM switching network with input-output-queueing

Neural networks scheduling of ATM switching networks have been proposed in some papers, but its hardware implementation is complicated. In this paper we propose a high throughput ATM switch fabric which consists of neural network controlled ATM switching network with input-output-queueing. Its neural network controller is very simple. Our simulation results show the neural network controller is efficient.