موضوع: كورس كامل فى الشبكات العصبيه Neural Networks الإثنين 20 ديسمبر 2010, 3:56 pm
السلام عليكم ورحمة الله وبركاته
فى هذه المشاركه أضع بين ايديكم كورس كامل بالتطبيقات على الخلايا( الشبكات ) العصبيه فى مجال التحكم
Neural Networks
Introduction to Neural Networks Biological Neurons and Neural Networks, Artificial Neurons Networks of Artificial Neurons, Single Layer Perceptrons Learning and Generalization in Single Layer Perceptrons Hebbian Learning and Gradient Descent Learning The Generalized Delta Rule and Practical Considerations Learning in Multi-Layer Perceptrons, Back-Propagation Learning with Momentum, Conjugate Gradient Learning Bias and Variance, Under-Fitting and Over-Fitting Improving Generalization Applications of Multi-Layer Perceptrons Radial Basis Function Networks Introduction Radial Basis Function Networks Algorithms Radial Basis Function Networks Applications Committee Machines Self Organizing Maps Fundamentals Self Organizing Maps Algorithms and Applications Learning Vector Quantization Overview of More Advanced Topics Application of Neural Network [size=12]Introduction to Neural Networks Exercise Sheets
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