Defuzzification methods | Lambda Cut Method for Fuzzy Sets and Fuzzy Relations.

#softcomputing #datamining #neuralnetwork #machinelearning #fuzzy
Defuzzification Methods || Lambda Cut Method for Fuzzy Sets and Fuzzy Relations.
Introduction:1.1 Biological neurons, McCulloch and Pitts models of neuron, Types
of activation function, Network architectures, Knowledge representation, Hebb net
1.2 Learning processes: Supervised learning, Unsupervised learning and
Reinforcement learning
1.3 Learning Rules : Hebbian Learning Rule, Perceptron Learning Rule, Delta
Learning Rule, Widrow-Hoff Learning Rule, Correlation Learning Rule, WinnerTake-All Learning Rule
1.4 Applications and scope of Neural Networks
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Supervised Learning Networks :
2.1 Perception Networks - continuous & discrete, Perceptron convergence theorem,
Adaline, Madaline, Method of steepest descent, - least mean square algorithm,
Linear & non-linear separable classes & Pattern classes,
2.2 Back Propagation Network,
2.3 Radial Basis Function Network.
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Unsupervised learning network:
3.1 Fixed weights competitive nets,
3.2 Kohonen Self-organizing Feature Maps, Learning Vector Quantization,
3.3 Adaptive Resonance Theory - 1
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Associative memory networks:
4.1 Introduction, Training algorithms for Pattern Association,
4.2 Auto-associative Memory Network, Hetero-associative Memory Network,
Bidirectional Associative Memory,
4.3 Discrete Hopfield Networks.
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Fuzzy Logic:
5.1 Fuzzy Sets, Fuzzy Relations and Tolerance and Equivalence
5.2 Fuzzification and Defuzzification
5.3 Fuzzy Controllers

[@sunilmanikandan4387]

Awesome explanation!!!

[@trickletickle]

Plz make video for rest of methods ASAP

[@goldend1191]

just nailed it

[@samajyothika4272]

Excellent explanation

[@vasanthreddy1434]

Nice explanation,please make videos for other methods

[@sobanasri5424]

Nice explanation thankyou sir

[@allenbastian1232]

Superb 👍🏻

[@BharathMEA]

Thks for very good explanation, but can we prove the same with defuzzy properties

[@purodhachanuthika5898]

thankyou

[@srinathsesaya7432]

Thank you

[@poojababar8746]

awesome explanation!!!

[@brahmanandakabi8796]

Thank you sir

[@priyadebnath6896]

Thank u so much

[@christeenmariaphilip2172]

👏✌

[@shivammodi3431]

sir i cant find videos related to rest three methods

[@anytimeanywhere4163]

Your way of explaining is very fast just you need to get some slow down

[@samahanumantharao5432]

Sir, please share your email.