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Synaptic scaling generically stabilizes circuit connectivity

2011

Neural systems regulate synaptic plasticity avoiding overly strong growth or shrinkage of the connections, thereby keeping the circuit architecture operational. Accordingly, several experimental studies have shown that synaptic weights increase only in direct relation to their current value, resulting in reduced growth for stronger synapses [1]. It is, however, difficult to extract from these studies unequivocal evidence about the underlying biophysical mechanisms that control weight growth. The theoretical neurosciences have addressed this problem by exploring mechanisms for synaptic weight change that contain limiting factors to regulate growth [2]. The effectiveness of these mechanisms i…

573.8Computer science612.8612Plasticity573530lcsh:RC321-57103 medical and health sciencesCellular and Molecular NeuroscienceSynaptic weight0302 clinical medicineHomeostatic plasticityBiological neural networklcsh:Neurosciences. Biological psychiatry. Neuropsychiatry030304 developmental biology0303 health sciencesSynaptic scalingGeneral NeuroscienceWeight changelcsh:QP351-495Hebbian theorylcsh:Neurophysiology and neuropsychologyPoster PresentationSynaptic plasticityNeuroscience030217 neurology & neurosurgeryBMC Neuroscience
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