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Functional balanced networks with synaptic plasticity (Sadeh et al, 2015)
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The model investigates the impact of learning on functional sensory networks. It uses large-scale recurrent networks of excitatory and inhibitory spiking neurons equipped with synaptic plasticity. It explains enhancement of orientation selectivity and emergence of feature-specific connectivity in visual cortex of rodents during development, as reported in experiments.
Sadeh S, Clopath C, Rotter S (2015) Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity.
PLoS Comput Biol
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Abstract integrate-and-fire leaky neuron;
Long-term Synaptic Plasticity;
Sadeh, Sadra [s.sadeh at ucl.ac.uk];
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