volume 33, issue 2, P528-551 2021
DOI: 10.1162/neco_a_01345
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Dequan Jin, Ziyan Qin, Murong Yang, Penghe Chen

Abstract: We propose a novel neural model with lateral interaction for learning tasks. The model consists of two functional fields: an elementary field to extract features and a high-level field to store and recognize patterns. Each field is composed of some neurons with lateral interaction, and the neurons in different fields are connected by the rules of synaptic plasticity. The model is established on the current research of cognition and neuroscience, making it more transparent and biologically explainable. Our pro…

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