Exact classification with two-layer neural nets in \(n\) dimensions

DOI10.1016/S0166-218X(97)00053-XzbMath0893.68125OpenAlexW1985679789MaRDI QIDQ1382251

Catherine Z. W. Hassell Sweatman, Bernard Mulgrew, Gavin J. Gibson

Publication date: 2 June 1998

Published in: Discrete Applied Mathematics (Search for Journal in Brave)

Full work available at URL: http://www.elsevier.com/locate/dam

zbMATH Keywords

neural networksMcCulloch-Pitts units

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Unnamed Item
• Exact classification with two-layer neural nets.
• On computing decision regions with neural nets
• Feedforward nets for interpolation and classification
• Multilayer neural networks and polyhedral dichotomies
• A review of combinatorial problems arising in feedforward neural network design
• Multilayer feedforward networks are universal approximators
• Layered neural nets for pattern recognition
• A logical calculus of the ideas immanent in nervous activity
• Approximation by superpositions of a sigmoidal function

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