Mcd. Barrozo et Tjp. Penna, UNLEARNING IN NEURAL NETWORKS WITH MANY-NEURON INTERACTIONS, International journal of modern physics C, 5(3), 1994, pp. 503-512
We present a version of a multineuron interaction model that includes
unlearning. Through extensive numerical simulations we can show that u
nlearning increases the performance of the network with respect to ret
rieval of stored informations by enlarging the basins of attraction. R
elationships that allow us to estimate the optimal performance in the
learning stage of this model were found.