مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Cites:

Information Seminar Paper

Title

IMPROVEMENT OF ASSOCIATION NEURAL NETWORK BY ATTRACTOR DYNAMIC

Pages

  -

Keywords

Not Registered.

Abstract

 IN THIS PAPER,WE PROPOSE A NEW METHOD IN PRINCIPAL COMPONENTS ANALYSIS NEURAL NETWORK FOR FACE NORMALIZATION IN WHICH IS USED ATTRACTOR DYNAMICS.PRINCIPAL COMPONENTS ANALYSIS NEURAL NETWORK IS USED FOR PRINCIPAL COMPONENTS EXTRACTION AND NONLINEAR SIGNAL PROCESSING AND NORMALIZATION.THE FIRST REASON FOR USAGE OF THEM IS LEARNING AND SIMULATION OF COMPLEX CONNECTIONS AND SECOND THESE CONNECTIONS ARE LEARNED BY MEANS OF STRUCTURE IN WHICH THE INFORMATION IS ANALYZED AND DISTRIBUTED ON NEURONS AND WEIGHTS AND THEN COMBINATION OF RESULTS IS USED FOR OUTPUT. INDEED THIS NETWORK MAKES INTERPOLATION BETWEEN INFORMATION OF INPUT AND ITS OWN CONNECTIONS. BUT THIS NETWORK COULDN'T EXPLAIN ATTRACTIVE BEHAVIOR THAT IS USED IN BRAIN FUNCTION OBVIOUSLY. THIS PAPER CHANGES THE STRUCTURE OF PREVIOUS NETWORK LITTLE AND ABLE IT HAS ATTRACTIVE BEHAVIOR. RESULTS SHOW THAT PROPOSED STRUCTURE HAS A GOOD PERFORMANCE TO FACE IMAGE RETRIEVAL IN DIFFERENT CONDITIONS

Cites

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  • References

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  • Cite

    APA: Copy

    SEYYEDSALEHI, SEYYEDE ZOHREH, & SEYYED SALEHI, SEYYED ALI. (2012). IMPROVEMENT OF ASSOCIATION NEURAL NETWORK BY ATTRACTOR DYNAMIC. IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. SID. https://sid.ir/paper/926128/en

    Vancouver: Copy

    SEYYEDSALEHI SEYYEDE ZOHREH, SEYYED SALEHI SEYYED ALI. IMPROVEMENT OF ASSOCIATION NEURAL NETWORK BY ATTRACTOR DYNAMIC. 2012. Available from: https://sid.ir/paper/926128/en

    IEEE: Copy

    SEYYEDE ZOHREH SEYYEDSALEHI, and SEYYED ALI SEYYED SALEHI, “IMPROVEMENT OF ASSOCIATION NEURAL NETWORK BY ATTRACTOR DYNAMIC,” presented at the IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. 2012, [Online]. Available: https://sid.ir/paper/926128/en

    Related Journal Papers

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