Combining additive input noise annealing and pattern transformations for improved handwritten character recognition

Author:

Alonso-Weber J.M.,Sesmero M.P.,Sanchis A.

Funder

Spanish MICINN

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference34 articles.

1. Abunawass, A. M., & Owen, C. B. (1993). Statistical analysis of the effect of noise injection during neural network training. In Proc. SPIE 1966, science of artificial neural networks II (pp. 362–371). doi:10.1117/12.152635.

2. Alonso-Weber, J. M., Galván, I. M., & Sanchis, A. (2003). Modified self-organizing maps for line extraction in digitized text documents. In The 21st IASTED international multi-conference on applied informatics (AI 2003) (pp. 281–286). Innsbruck.

3. A skeletonizing reconfigurable self-organizing model: Validation through text recognition;Alonso-Weber;Neural Processing Letters,2011

4. The effects of adding noise during backpropagation training on a generalization performance;An;Neural Computation,1996

5. Greedy layer-wise training of deep networks;Bengio,2007

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