Information theory, complexity and neural networks |
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Authors: | Abu-Mostafa Y.S. |
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Affiliation: | California Inst. of Technol., Pasadena, CA; |
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Abstract: | Some of the main results in the mathematical evaluation of neural networks as information processing systems are discussed. The basic operation of feedback and feed-forward neural networks is described. Their memory capacity and computing power are considered. The concept of learning by example as it applies to neural networks is examined |
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