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Sign constrained high capacity associative memory models.
(Springer, 2003)
Biological neural networks do not allow the synapses to choose their own sign: excitatory or inhibitory. The consequences of imposing such a sign-constraint on the weights of the standard Hopfield associative memory ...
Associative memory models with structured connectivity.
(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 ...
How the constraints on English compound production might be learnt from the linguistic input : evidence from 4 connectionist models
(2003)
Native English speakers include irregular plurals in English noun-noun compounds (e.g. mice chaser) more frequently than regular plurals (e.g. *rats chaser) (Gordon, 1985). This dissociation in inflectional morphology has ...
Input driven constraints on plurals in English noun-noun compounds
(2003)
Native English speakers include irregular plurals in English noun-noun compounds (e.g. mice chaser) more frequently than regular plurals (e.g. *rats chaser) (Gordon, 1985). This dissociation in inflectional morphology has ...