Short-term memory for serial order: a recurrent neural network model.

@article{Botvinick2006ShorttermMF,
  title={Short-term memory for serial order: a recurrent neural network model.},
  author={Matthew M Botvinick and David C. Plaut},
  journal={Psychological review},
  year={2006},
  volume={113 2},
  pages={201-33}
}
Despite a century of research, the mechanisms underlying short-term or working memory for serial order remain uncertain. Recent theoretical models have converged on a particular account, based on transient associations between independent item and context representations. In the present article, the authors present an alternative model, according to which sequence information is encoded through sustained patterns of activation within a recurrent neural network architecture. As demonstrated… CONTINUE READING
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