ANN & FUZZY
33 videos • 2,038 views • by udugula Malavya designer collections
1
L 1 ANN&FUZZY Introduction
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2
L 2 Fundamentals of Neural Network
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3
L 3 Artificial Neuron Model
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4
L 4 Characteristics and Applications of ANN
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5
L 5 Types of neuron activation functions
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6
L 6 ANN architectures
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7
L 7 ANN Learning Strategy
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8
L 8 Artificial Neuron Models
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9
L 9 Historical Developments in ANN
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10
L 11 Single layer peceptron models
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11
L 12 Single layer peceptron models&Training algorithms
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12
L 15 Multilayer feed forward neural networks
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13
L 16 Hebbian Learning Rule of Neural Network
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14
L 17 Memory Based Learning Rule of Neural Network
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15
L 18 Competitive Learning Rule of Neural Network
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16
L 19 Boltzmann Machine Learning Rule of Neural Network
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17
L 20 Back Propogation Training Algorithm
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18
L 21 Back Propogation Training Algorithm with an example part 1
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19
L 22 Back Propogation Training Algorithm with an example part 2
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20
L 23 Associative Memories
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21
L 24 Associative Memory Model
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22
L 25 Bi Directional Associative Memory Architecture
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23
L 26 Bi Directional Associative Memory Algorithm
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24
L 27 Bi Directional Associative Memory with Numerical Example
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25
L 29 FUZZY_Classiscal Sets & Its Operations
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26
L 30 FUZZY_Properties of Classiscal Sets & Its Mapping to Functions
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27
L 31 FUZZY_Operations on Fuzyy Sets & Its Properties
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28
L 32 FUZZY_Problems on Fuzzy Sets and Its Properties
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29
L 34 Fuzzy Membership Functions & Its Features
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30
L 35 Fuzzy_Fuzzification and Membership value assignment
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31
L 36 Fuzzy_Defuzzification Methods
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32
L 37 Fuzzy_MATLAB Implementation of Fuzzy Membership Functions
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33
L 38 Fuzzy_MATLAB Design of fuzzy speed controller for motor using MATLAB
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