A novel Monte Carlo learning algorithm for a nonlinear neural network model with clipped synapses has been proposed. Computer simulation has shown that the storage capacity ot can be improved after the learning process by factors of 1. 2 to 2. 5 and the add-. ressability of noise tolerance is enhanced as well. 1.