Abstract: A CM with two-layer expert net （CM-2LE） is presented to overcome the lack of approximating ability of CM with single layer of expert net for complicated problems. The derived learning rules of the CM-2LE is proposed. Experiments is performed on both synth

Key words: Committee machine, Fuzzy c-means, Modular neural network, Short-term prediction