On-line Associative Memory Design For Temporal Pattern Storage and Classification

시변패턴의 저장과 인식을 위한 On-line 연상 메모리의 설계

Many of the existing neural associative memories are trained and recalled in separate modes and are not suitable for temporal pattern storage and classification in that user must specify the time and length of input patterns. In this paper, a new on-line temporal associative memory model is presented. This memory is structured in layers of neurons and each neuron has limited number of weights so that calculation complexity can be considerably reduced and processing of patterns can be achieved in real time.