تويت
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
Introduction to Neural Networks Exercise Sheets
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
Introduction to Neural Networks Exercise Sheets
تعليق