Heavy-tailed Cauchy synaptic couplings enable a directed percolation threshold for network-wide self-sustained activity in spiking neuron models, absent in light-tailed or noisy variants, with transition type set by E-I imbalance.
Proceedings of the National Academy of Sci- ences106(37), 15921–15926 (2009)
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Impact of heavy-tailed synaptic strength distributions on self-sustained activity in networks of spiking neurons
Heavy-tailed Cauchy synaptic couplings enable a directed percolation threshold for network-wide self-sustained activity in spiking neuron models, absent in light-tailed or noisy variants, with transition type set by E-I imbalance.