June 12, 2002 to June 15, 2002
A developing memory requires a mechanism for deciding how much information to gather, based on what is currently represented in memory. That is, we need to know when we have seen enough to say we have or have not seen this before, or that we need to continue collecting data. We present a novel statistical approach to this decision mechanism. This serves as the foundation for a simple visual object memory. We present results from simulations showing that the statistical measure can serve as the basis of the stay/go decision process.
Clayton T. Morrison, Paul R. Cohen, Paola Sebastiani, "On the Development of Visual Object Memory: The Stay/Go Decision Problem", ICDL, 2002, Development and Learning, International Conference on, Development and Learning, International Conference on 2002, pp. 239, doi:10.1109/DEVLRN.2002.1011888