디지털 홉필드 신경망 스케쥴러를 이용한 ATM 스위치 설계에 관한 연구

Study on the Design of a ATM Switch Using a Digital Hopfield Neural Network Scheduler

A imput buffer typed ATM switch and an appropriate cell-scheduling algorithm are necessary for avoiding output blocking and internal blocking respectively. The algorithm determining a set of non-blocking data cells from the queues can greatly affect on the switch's throughput as well as the behavior of the queues. In this paper bit pattern optimization combined with the Token method in presented in order to improve the performance of ATM switch. The digital Hopfield neural cell scheduler is designed and used for the maximum numbers of cells in real-time