2 papers
cond-mat.dis-nn2026
Impact of heavy-tailed synaptic strength distributions on self-sustained activity in networks of spiking neurons
Ralf Tönjes, Chunming Zheng, Wenping Cui +1
We analyze states of stationary activity in randomly coupled quadratic integrate-and-fire neurons using stochastic mean-field theory. Specifically, we consider the two cases of Gau…
q-bio.NC2026
Stochastic synaptic dynamics under learning
Jakob Stubenrauch, Naomi Auer, Richard Kempter +1
Learning is based on synaptic plasticity, which affects and is driven by neural activity. Because pre- and postsynaptic spiking activity is shaped by randomness, the synaptic weigh…