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A new self-organized learning algorithm is proposed that is well suited for the problem of image compression. The network consists of a number of modules corresponding to different classes of input data. Each module consists of an orthonormal linear transformation whose weights are calculated during an initial training period. As the network is trained, each input signal x is classified according...
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