Gradient-Based Learning Applied to Document Recognition
Proceedings of the IEEE(1998)
摘要
Multilayer neural networks trained with the back-propagation algorithm constitute the best example of a successful gradient based learning technique. Given an appropriate network architecture, gradient-based learning algorithms can be used to synthesize a complex decision surface that can classify high-dimensional patterns, such as handwritten characters, with minimal preprocessing. This paper rev...
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关键词
Neural networks,Pattern recognition,Machine learning,Optical character recognition software,Character recognition,Feature extraction,Multi-layer neural network,Optical computing,Hidden Markov models,Principal component analysis
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