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Generalization performance of Bayes optimal classification algorithm for learning a perceptron

โœ Scribed by Opper, Manfred; Haussler, David


Book ID
125482371
Publisher
The American Physical Society
Year
1991
Tongue
English
Weight
230 KB
Volume
66
Category
Article
ISSN
0031-9007

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An optimal parallel perceptron learning
โœ Tzung-Pei Hong; Shian-Shyong Tseng ๐Ÿ“‚ Article ๐Ÿ“… 1994 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 211 KB

In [2], a parallel perceptron learning algorithm on the single-channel broadcast communication model was proposed to speed up the learning of weights of perceptrons [3]. The results in [2] showed that given n training examples, the average speedup is 1.48\*n~ n by n processors. Here, we explain how