Bernhard E. Boser

Research topics

• Neural Networks and Applications · 2 papers
• Handwritten Text Recognition Techniques · 1 paper
• Geophysical Methods and Applications · 1 paper
• Blind Source Separation Techniques · 1 paper
• Optical Polarization and Ellipsometry · 1 paper

Frequent co-authors

• Yann LeCun · 1 paper
• John S. Denker · 1 paper
• D. Henderson · 1 paper
• Richard E. Howard · 1 paper
• W. Hubbard · 1 paper
• L. D. Jackel · 1 paper
• Isabelle Guyon · 1 paper
• Vladimir N. Vapnik · 1 paper

Papers

1. Backpropagation Applied to Handwritten Zip Code RecognitionNeural Computation · 1989 · 12,221 citations

   The ability of learning networks to generalize can be greatly enhanced by providing constraints from the task domain. This paper demonstrates how such constraints can be integrated into a backpropagation network through the architecture of the network. This approach has…

2. A training algorithm for optimal margin classifiers1992 · 11,806 citations

   A training algorithm that maximizes the margin between the training patterns and the decision boundary is presented. The technique is applicable to a wide variety of the classification functions, including Perceptrons, polynomials, and Radial Basis Functions. The effective number of…