pcbi.1011896.s002.tif (655.02 kB)
Fixing the number of external connections to each neuron.
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posted on 2024-02-23, 19:15 authored by Tomas Barta, Lubomir KostalSame as Fig 4, but exactly kextPext external neurons connected to each excitatory and inhibitory neuron. This removed a large part of the dependence on Pext seen in Fig 4.
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minimal metabolic costsfeedforward networks withoutinhibitory feedback decreasesinhibitory feedback compensatesinhibitory feedback comparedoptimal synaptic strengthmetabolic cost constraintshigher atp consumptionmaximizing mutual informationrecurrent neural networksinhibitory feedbackoptimal strengthneural networksrecurrent networksmutual informationinhibitory neuronsadditional costsneural populationsrecurrent connectionsmuch informationinformation carriedunclear whethernoise correlationsleaky integratehigher values
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