Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

Select your language


Fuzzy neural network for integrated circuit layout analysis

Doudkin A.1
1 United Institute of Informatics Problems of the National Academy of Sciences of Belarus

Full text (PDF)

UDC: 007.001.362
Publication Language: Russian
Stuc. intelekt. 2015; 20(1-2):79-86

Abstract: In the article the task of identification of layout object is considered based neural network approach for image processing. A new structure of fuzzy neural network is proposed that is a modification of the neocognitron intended to identification of layout objects having shape defects and brightness distortions on halftone layout images. It was shown experimentally that proposed network allows to increase the recognition accuracy.

Keywords: integrated circuit, layout, fuzzy neural network, identification

References:

  1. Tochitsky Ya.I. Optical technologies of micro- and nanoelectronics / Ya.I. Tochitsky. – Minsk : RIVSH,2010. – 298 p.
  2. Lughofer E. Evolving Fuzzy Systems – Methodologies, Advanced Concepts and Applications / E.Lughofer. – Berlin:Physica-Verlag, 2011. – 439 p.
  3. Rutkowska D. Neural Networks, Genetic Algorithms and Fuzzy Systems / D. Rutkowska, M. Pilinski, L.Rutkowski; trans. From Polish by I.D. Rudinsky. – М.: Goriachaya linia – Telecom, 2006. - 452 p.
  4. Viharos, Zs. J.; Kis K. B.: Survey on Neuro-Fuzzy Systems and their Applications in TechnicalDiagnostics, 13th IMEKO TC10 Workshop on Technical Diagnostics, Advanced measurement tools intechnical diagnostics for systems' reliability and safety, June 26-27, 2014, Warsaw, Poland, ISBN 978-92-990073-3-4, pp. 87-92.
  5. Shulgovsky V.V. Bases of neurophysiology. Tutorial for university students /V.V. Shulgovsky. – M. :Aspekt Press, 2000. – 277 p.
  6. Doudkin A.A. Neocognitron for object recognition on integrated circuit layout // Intelligence Intellect. 2008.  № 4.  P. 339-347.
  7. Haykin S. Neural Networks: Full Course, 2nd edition / S Haykin. – М.: Wiliams, 2008. – 1103 p.
  8. Awakay S.M. Optical-mechanical systems for defect-free production of 0,35 µm и 90 nm photomasks /S.M. Awakay [et all] // Photonics (appendix to journal «Electronics STB». – 2007. – № 6. – P. 35-39.

View full text (PDF)