<p>Information storage capacity per synapse versus the number <i>W</i> of synaptic states, for dense (<i>p</i> = 0.5) and sparse (<i>p</i> = 0.05) coding. Lines show analytic results (when available), whilst points show numerical results. When the neuron has many synapses, the storage capacity initially increases with the number of synaptic states, but eventually saturates.</p
Accurate models of synaptic plasticity are essential to understand the adaptive properties of the ne...
<p>The capacities for the recognition task (<a href="http://www.ploscompbiol.org/article/info:doi/10...
<p><b>A.</b> The red plot shows the critical capacity as a function of the size of the basins of att...
<p>Information storage capacity per synapse versus the number of synaptic inputs, for dense (<i>p</i...
Experimental investigations have revealed that synapses possess interesting and, in some cases, unex...
(A) Storage capacity of the network as a function of r1 with the learning rule defined in Eq (6) (B)...
<p>A. The synaptic information capacity versus the coding density for soft-bound (solid line) and ha...
<p>Blue is for a fixed threshold and fluctuations in the number of selective neurons per pattern. Gr...
(a) Capacity curves are plotted for pattern densities ranging from 0.8% to 18%. Dendrite size is plo...
SummaryExperimental investigations have revealed that synapses possess interesting and, in some case...
<p>a. Optimal information capacity as a function of , the average number of activated synapses after...
<p><b>A,</b> Contour plot of pattern capacity (number of stored memories) as a function of assembly...
Theoretical studies have shown that memories last longer if the neural representations are sparse, t...
Accurate models of synaptic plasticity are essential to understand the adaptive properties of the ne...
<p><b>B</b>. Distribution of synaptic weights for , at maximal capacity (). Red: analytical calculat...
Accurate models of synaptic plasticity are essential to understand the adaptive properties of the ne...
<p>The capacities for the recognition task (<a href="http://www.ploscompbiol.org/article/info:doi/10...
<p><b>A.</b> The red plot shows the critical capacity as a function of the size of the basins of att...
<p>Information storage capacity per synapse versus the number of synaptic inputs, for dense (<i>p</i...
Experimental investigations have revealed that synapses possess interesting and, in some cases, unex...
(A) Storage capacity of the network as a function of r1 with the learning rule defined in Eq (6) (B)...
<p>A. The synaptic information capacity versus the coding density for soft-bound (solid line) and ha...
<p>Blue is for a fixed threshold and fluctuations in the number of selective neurons per pattern. Gr...
(a) Capacity curves are plotted for pattern densities ranging from 0.8% to 18%. Dendrite size is plo...
SummaryExperimental investigations have revealed that synapses possess interesting and, in some case...
<p>a. Optimal information capacity as a function of , the average number of activated synapses after...
<p><b>A,</b> Contour plot of pattern capacity (number of stored memories) as a function of assembly...
Theoretical studies have shown that memories last longer if the neural representations are sparse, t...
Accurate models of synaptic plasticity are essential to understand the adaptive properties of the ne...
<p><b>B</b>. Distribution of synaptic weights for , at maximal capacity (). Red: analytical calculat...
Accurate models of synaptic plasticity are essential to understand the adaptive properties of the ne...
<p>The capacities for the recognition task (<a href="http://www.ploscompbiol.org/article/info:doi/10...
<p><b>A.</b> The red plot shows the critical capacity as a function of the size of the basins of att...
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