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Browsing University of Hertfordshire by Author "Turvey, S.P."
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Associative memory models with structured connectivity.
Turvey, S.P.; Hunt, S.; Frank, R.; Davey, N. (ACTA Press, 2003)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 ... -
High Performance Associative Memories and Structured Weight Dilution
Turvey, S.P.; Hunt, S.; Davey, N.; Frank, R. (Springer Nature, 2004)The consequences of two techniques for symmetrically diluting the weights of the standard Hopfield architecture associative memory model, trained using a non-Hebbian learning rule, are examined. This paper reports experimental ... -
Non-random weight dilution in high performance associative memories
Turvey, S.P.; Hunt, S.; Davey, N.; Frank, R. (2002) -
Structured connectivity in an associative memory model
Turvey, S.P.; Hunt, S.; Frank, R.; Adams, R.G.; Davey, N. (2004)