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  1. Two ways of learning associations.Luke Boucher & Zoltán Dienes - 2003 - Cognitive Science 27 (6):807-842.
    How people learn chunks or associations between adjacent items in sequences was modelled. Two previously successful models of how people learn artificial grammars were contrasted: the CCN, a network version of the competitive chunker of Servan‐Schreiber and Anderson [J. Exp. Psychol.: Learn. Mem. Cogn. 16 (1990) 592], which produces local and compositionally‐structured chunk representations acquired incrementally; and the simple recurrent network (SRN) of Elman [Cogn. Sci. 14 (1990) 179], which acquires distributed representations through error correction. The models' susceptibility to two (...)
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  • Unconsciously learning task-irrelevant perceptual sequences.Xiuyan Guo, Shan Jiang, Hongyi Wang, Lei Zhu, Jinghua Tang, Zoltan Dienes & Zhiliang Yang - 2013 - Consciousness and Cognition 22 (1):203-211.
    We demonstrated unconscious learning of task-irrelevant perceptual regularities in a Serial Reaction Time task in both visual and auditory domains. Participants were required to respond to different letters or syllables which occurred in random order. Unbeknownst to participants, the color of the two letters or the tone of the syllables varied according to certain rules. Reaction times indicated that people indeed learnt both the color and tonal regularities indicating that task-irrelevant sequence structure can be learned perceptually. In a subsequent prediction (...)
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