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A Fast Learning Algorithm for Deep Belief Nets

✍ Scribed by Hinton, Geoffrey E.; Osindero, Simon; Teh, Yee-Whye


Book ID
120944849
Publisher
MIT Press
Year
2006
Tongue
English
Weight
394 KB
Volume
18
Category
Article
ISSN
0899-7667

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A supervised learning algorithm (Scaled Conjugate Gradient, SCG) is introduced TIw pelformance of SCG is benchmarked against that of the standard back propagation algorithm (BP) ( Rumelhart. Hinton. & 14"illiams. 1986 ), the conjugate gradient algorithm with line search ( CGL ) ( Johansson, Dowla. &