Performance characteristics of the associative net

By J. Buckingham, David J. Willshaw. 1992

How researchers see this paper

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Structural Synaptic Plasticity Has High Memory Capacity and Can Explain Graded Amnesia, Catastrophic Forgetting, and the Spacing Effect (2014, background): “[126,128,129]): For example, a neuron representing only a few memories will have few state-1 synapses and, correspondingly, low firing rates.”
Neural Associative Memory with Optimal Bayesian Learning (2011, background): “Exact potential distributions are well known and can be used to compute optimal firing thresholds (Palm, 1980; Buckingham & Willshaw, 1992, 1993; Knoblauch, 2008; Knoblauch et al., 2010).”
Synchronization and pattern separation in spiking associative memories and visual cortical areas (2004, methodology): “Diese Arbeit leistet hauptsächlich Beiträge zur Theorie der Neuronalen Assoziativspeicher [174, 204, 104, 129, 69, 105, 134, 29, 160, 171] und zur Theorie der Neuronalen Assemblies des Gehirns [64, 26, 130, 192, 133].”
Memory Capacities for Synaptic and Structural Plasticity (2010, methodology): “…of efficiency is network capacity, that is, the amount of information per synapse that can be stored in a network of fixed structure (Willshaw et al., 1969; Palm, 1980; Amit et al., 1987a,b; Palm, 1991; Nadal, 1991; Buckingham and Willshaw, 1992; Sommer and Palm, 1999; Bosch and Kurfess, 1998).”