A neural network controlled ATM switch

The Banyan network is a kind of multistage interconnection networks (MINs), and is very popular to be used as a basic building block in ATM switch designs. The neural network scheduling of multistage interconnection networks (MINs) have been proposed in some papers, but its hardware implementation is complicated. In this paper we propose a high throughput ATM switch which consists of neural network controlled Banyan network with input-output-queueing. Its neural network controller is very simple. Our simulation results show the neural network controller is efficient.