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2013 | 4 | 2 | 366-371

Article title

The model of multifunctional neural element of intelligent systems

Content

Title variants

Languages of publication

EN

Abstracts

EN
The article shows the features of realization of multioperand processing in neural structures on the base of difference cuts, that allow to expand functional capabilities and to reduce time consumptions in neural processing. The structural organization of the parallel-pipeline processor for neural-like vector data processing on the DCs base are proposed. This parallel-pipeline processor on CPLD base are implemented, which allow realize neural chip with a fragment of the neural network layer.

Year

Volume

4

Issue

2

Pages

366-371

Physical description

Dates

published
2013

Contributors

References

  • Haykin S. (1999), Neural Networks: A Comprehensive Foundation, Second Edition. Prentice Hall, Inc.
  • Jones T. (2003), All Application Programming, Charlies River Media, Inc.
  • King-Sun Fu (1984), VLSI for Pattern Recognition and Image Processing, Springer-Verlag Berlin Heidelberg.
  • Kung S.Y. (1988), VLSI Array Processors, Prentice Hall, Inc.
  • Martynyuk T.B. (2005), A Threshold Neuron Model Based on the Processing of Difference Slices. Cybernetics and Systems Analysis, Vol. 41, №4, pp. 541–550.
  • Osowski S. (2000), Sieci neuronowe do przetwarzania informacji, Warszawa.
  • Timchenko L.I. (1999), Approach to Organization of the Multistage Scheme of Systolic Calculations/ L.I. Timchenko, T.B. Martyniuk, L.V. Zagoruyko//Engineering Simulation, Vol. 16, pp. 581–590.
  • Васюра А.С. (2008), Методи та засоби нейроподібної обробки даних для систем керування/ А.С. Васюра, Т.Б. Мартинюк, Л.М. Куперштейн – Вінниця: УНІВЕРСУМ – Вінниця, – 175 с.
  • Царев А.П. (2000), Алгоритмические модели и структуры высокопроизводительных процессоров цифровой обработки сигналов. – Szczecin, Informa, – 237 с.

Document Type

Publication order reference

Identifiers

ISSN
2080-9069

YADDA identifier

bwmeta1.element.desklight-b47572d9-c4e4-4c9e-9d1b-c7c99119347e
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