A model of the neural network for storage and retrieval of temporalsequences

摘要

A novel method for the storage and the retrieval of temporalsequences of frames (neural movies) using the backpropagation learningprocedure is proposed. The strengths of the connections in the networkare adjusted during learning to store the various sequences. The neuralnetwork is able to repeat periodically during retrieval one sequence offrames from the recorded set. A simulation model was used to study theproperties and capabilities of the method