Statistical tools to assess the reliability of self-organizing maps

Eric De Bodt, Marie Cottrell, Michel Verleysen

Results of neural network learning are always subject to some variability, due to the sensitivity to initial conditions, to convergence to local minima, and, sometimes more dramati…