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        Associative memory models with structured connectivity.

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        900871.pdf (PDF, 256Kb)
        Author
        Turvey, S.P.
        Hunt, S.
        Frank, R.
        Davey, N.
        Attention
        2299/798
        Abstract
        High capacity associative memory models with dilute structured connectivity are trained using naturalistic bitmap patterns. The connectivity of the model is chosen to reflect the local spatial continuity of the data. The results show that the structured connectivity gives the networks a higher effective capacity than equivalent randomly diluted networks. Moreover the locally connected networks have a much lower mean connection length than the randomly connected network.
        Publication date
        2003
        Other links
        http://hdl.handle.net/2299/798
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