Global exponential stability of competitive neural networks with different time scales


The dynamics of cortical cognitive maps developed by self-organization must include the aspects of long and short-term memory. The behavior of such a neural network is characterized by an equation of neural activity as a fast phenomenon and an equation of synaptic modification as a slow part of the neural system. We present a new method of analyzing the… (More)
DOI: 10.1109/TNN.2003.810594