A committee machine with a set of networks composed of two single- threshold elements as committee members

DOI10.1016/0031-3203(82)90044-9zbMath0485.68049OpenAlexW2060358745MaRDI QIDQ1164424

Ryuzo Takiyama

Publication date: 1982

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0031-3203(82)90044-9

zbMATH Keywords

pattern recognitionlearning algorithmnetwork of threshold elementspiecewise linear discriminant functionsubsidiary discriminant functionthree layer network

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Circuits, networks (94C99)

Related Items (1)

Dynamics of self-organization in complex adaptive networks

Cites Work

• A learning procedure for multisurface method of pattern separation
• A two-level committee machine: A representation and a learning procedure for general piecewise linear discriminant functions
• Multiple threshold perceptron
• A general method for training the committee machine
• A relationship between the cascaded network and the two-layer network of threshold logic units
• A Relationship Between Two Types of Two-Layer Threshold-Element Pattern-Recognition Networks
• Unnamed Item

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