Edge of chaos and avalanches in neural networks with heavy-tailed synaptic weight distribution

Łukasz Kuśmierz, Shun Ogawa, Taro Toyoizumi

We propose an analytically tractable neural connectivity model with power-law distributed synaptic strengths. When threshold neurons with biologically plausible number of incoming…