Basins of attraction near the critical storage capacity for neural networks with constant stabilities
Manfred Opper, J Kleinz, Heinrich Köhler, Wolfgang Kinzel · Journal of Physics A Mathematical and General · 1989
The dynamics of neural networks with constant stabilities is studied analytically for states in the vicinity of a stored pattern. Only two parameters of the synaptic matrix determine the dynamics of the neurons in the cases considered. The resulting equations are able to predict the basin of attraction near the critical storage capacity. The authors compare their analytical results with simulations of two network models.