Keywords

Multiplicative functionPerceptronMathematicsLogarithmAlgorithmMonotone polygonWeightSimple (philosophy)Computer scienceArtificial neural networkArtificial intelligence

Affiliated Institutions

Related Publications

Network In Network

Abstract: We propose a novel deep network structure called In Network (NIN) to enhance model discriminability for local patches within the receptive field. The conventional con...

2014 arXiv (Cornell University) 1037 citations

Publication Info

Year
1997
Type
article
Volume
97
Issue
1-2
Pages
325-343
Citations
87
Access
Closed

External Links

Social Impact

Social media, news, blog, policy document mentions

Citation Metrics

87
OpenAlex

Cite This

Jyrki Kivinen, Manfred K. Warmuth, Peter Auer (1997). The perceptron algorithm versus winnow: linear versus logarithmic mistake bounds when few input variables are relevant. Artificial Intelligence , 97 (1-2) , 325-343. https://doi.org/10.1016/s0004-3702(97)00039-8

Identifiers

DOI
10.1016/s0004-3702(97)00039-8