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Artificial neural network

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Vajiheh Zoghiyan
Vajiheh Zoghiyan

neural network structure, artificial neural network, learning flowchart of ANN,ANN,

Presentations & Public SpeakingTechnology
1 of 32
Artificial Neural Network Vajiheh Zoghiyan Dec. 2013 1Gathered by: Vajiheh Zoghiyan
‫ها‬ ‫ورودی‬ ‫یا‬ ‫دندریت‬ (‫سیگنال‬ ‫دریافت‬ ‫مناطق‬‫های‬ ‫الکتروشیمیایی‬) Soma ‫پردازش‬ ‫را‬ ‫ورودی‬ ‫که‬ ‫کند‬ ‫می‬ ‫اکسون‬:‫سیگنال‬ ‫الکتروشیمیایی‬ ‫هسته‬ ‫از‬ ‫دریافتی‬ ‫سلول‬(‫ورودی‬)‫به‬ ‫می‬ ‫منتقل‬ ‫خروجی‬ ‫شود‬ ‫سیناپس‬:‫تالقی‬ ‫محل‬ ‫یک‬ ‫از‬ ‫اکسون‬ ‫یک‬ ‫سلول‬ ‫دندریت‬ ‫به‬ ‫سلول‬ ‫دیگر‬(‫نرون‬ ‫یک‬ ‫خروجی‬ ‫منتقل‬ ‫بعدی‬ ‫نرون‬ ‫به‬ ‫شود‬ ‫می‬) ‫عصبی‬ ‫نرون‬ ‫یک‬ ‫ساختار‬ 2Gathered by: Vajiheh Zoghiyan
X₀=1 W₀=b    Threshold W₁ W₂ Wᵪ X₁ X₂ Xᵪ    𝑟=0 𝑋 𝑊᷊ 𝑋᷊ Output(y) If ∑>T then output=1 Otherwise output=0 3Gathered by: Vajiheh Zoghiyan
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‫فعالیت‬ ‫تابع‬ ‫انواع‬ 5Gathered by: Vajiheh Zoghiyan
Activation function transfer function: • Hardlim • hardlims • Purelin 6Gathered by: Vajiheh Zoghiyan
Activation function • Satlin: • Satlins: 7 • Logsig: • Tansig: Gathered by: Vajiheh Zoghiyan
• Command line solution • Graphical user interface: nftool • nntool 8 There are 3 simple ways to solve a neural network problem in Matlab Gathered by: Vajiheh Zoghiyan
9 ‫شروع‬ ‫ها‬ ‫وزن‬ ‫تصادفی‬ ‫انتخاب‬ ‫خروجی‬ ‫محاسبه‬ ‫و‬ ‫ورودی‬ ‫الگوی‬ ‫اعمال‬ ‫ها‬ ‫وزن‬ ‫رسانی‬ ‫روز‬ ‫به‬ ‫های‬ ‫الگو‬ ‫همه‬ ‫اعمال‬ ‫ورودی‬ ‫اند؟‬ ‫شده‬ ‫معیار‬ ‫بررسی‬ ‫توقف‬ ‫پایان‬ ‫بل‬‫ه‬ ‫بل‬‫ه‬ ‫خیر‬ ‫خیر‬ ‫خطا‬ ‫انتشار‬ ‫پس‬ ‫الگوریتم‬ Gathered by: Vajiheh Zoghiyan
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