Fig. 3.

Convergence for under-complete and over-complete stimulus ensembles. The stimuli were N/2, N, or 2N equi-spaced von Mises profiles. Convergence speed was slow when the number of stimuli was equal or larger than the number of synapses. Note, for the cases where K≠N the initial weight vector was a random vector, resulting in a more random trajectory