Pattern Classification in a Perceptron Circuit Using Lead Phthalocyanine Films

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概要

• 論文の詳細を見る

• Evaporated films of lead phthalocyanine (PbPc) show a unique conductivity change after a very slight amount of gases are adsorbed. The change in the conductivity of the films depends on the polarity and the strength of input voltages, and therefore is analogous to the change of synaptic connections in nerve systems. Therefore, a perceptron circuit has been fabricated using PbPc films as synaptic connections. After learning via loading of input signals and teacher signals, this circuit can classify random inputs of eight-dimensional voltage patterns into two categories when the input patterns are linearly separable.

• Publication Office, Japanese Journal of Applied Physics, Faculty of Science, University of Tokyoの論文
• 1997-07-15

著者

• Nichogi Katsuhiro

  Advanced Materials Research Lab. Matsushita Research Institute Tokyo Inc.

• Murakami Mutsuaki

  Advanced Materials Research Lab. Matsushita Research Institute Tokyo Inc.

• Miyamoto Akihito

  Advanced Materials Research Lab. Matsushita Research Institute Tokyo Inc.

• Nichogi Katsuhiro

  Advanced Materials Research Lab., Matsushita Research Institute Tokyo, Inc.,

• Miyamoto Akihito

  Advanced Materials Research Lab., Matsushita Research Institute Tokyo, Inc.,

• Murakami Mutsuaki

  Advanced Materials Research Lab., Matsushita Research Institute Tokyo, Inc.,

関連論文

• Structural Analysis of Langmuir-Blodgett Films of Alkylated Tetracyanoquinodimethanes
• Pattern Classification in a Perceptron Circuit Using Lead Phthalocyanine Films

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