Synaptic pruning is a crucial process during development. We study the imprinting and replay of spatiotemporal patterns in a spiking network, as a function of pruning degree. After a Spike Timing Dependent Plasticity-based learning of synaptic efficacies, the weak synapses are removed through a competitive pruning process. Surprisingly, after this pruning stage, the storage capacity for spatiotemporal patterns is relatively high also for very high diluition ratio. © Springer International Publishing Switzerland 2014.
CITATION STYLE
Scarpetta, S., & De Candia, A. (2014). Effects of pruning on phase-coding and storage capacity of a spiking network. In Smart Innovation, Systems and Technologies (Vol. 26, pp. 125–131). https://doi.org/10.1007/978-3-319-04129-2_13
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