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Artificial neural network

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Vajiheh Zoghiyan
Vajiheh Zoghiyan

The document discusses artificial neural networks. It describes their basic structure and components, including dendrites that receive input signals, a soma that processes the inputs, and an axon that transmits output signals. It also explains how neurons are connected at synapses to transfer signals between neurons. Finally, it mentions different types of activation functions that can be used in neural networks.

Presentations & Public SpeakingTechnology
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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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