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• W3100610332 abstract "ABSTRACT It is commonly assumed that memories about experienced stimuli are represented by groups of highly interconnected neurons called cell assemblies. This requires allocating and storing information in the neural circuitry, which happens through synaptic weight adaptation. It remains, however, largely unknown how memory allocation and storage can be achieved and coordinated to allow for a faithful representation of multiple memories without disruptive interference between them. In this theoretical study, we show that the interplay between conventional synaptic plasticity and homeostatic synaptic scaling organizes synaptic weight adaptations such that a new stimulus forms a new memory and where different stimuli are assigned to distinct cell assemblies. The resulting dynamics can reproduce experimental in-vivo data, focusing on how diverse factors as neuronal excitability and network connectivity, influence memory formation. Thus, the here presented model suggests that a few fundamental synaptic mechanisms may suffice to implement memory allocation and storage in neural circuitry." @default.
• W3100610332 created "2020-11-23" @default.
• W3100610332 creator A5076861410 @default.
• W3100610332 creator A5077182745 @default.
• W3100610332 creator A5084861593 @default.
• W3100610332 date "2018-02-06" @default.
• W3100610332 modified "2023-10-17" @default.
• W3100610332 title "The interplay of synaptic plasticity and scaling enables self-organized formation and allocation of multiple memory representations" @default.
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• W3100610332 doi "https://doi.org/10.1101/260950" @default.
• W3100610332 hasPublicationYear "2018" @default.
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