<正> The optoelectronical implementation of Hopfield neural network with anartive interconnection matrix parallelly assembled by training vectors is proposed in thispaper.On-line learning as well as unlearning, attention and forgetting can be realized bychanging the storing vectors. Computer simulation and experimental results are given.