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Neural Networks

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NikitaRuhela

basic concepts of neural networks

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ARTIFICIAL NEURAL NETWORKS PRESENTED BY:- Nikita Ruhela B.Tech(I.T.) Vth Sem
KNOWLEDGE-BASED INFORMATION SYSTEMS ,[object Object],[object Object],[object Object]
KNOWLEDGE-BASED INFO SYSTEM knowledge-base inference engine
WHAT ARE NEURAL NETWORKS ? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Why use neural networks ? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Neural networks versus conventional computers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How does human brain learns ? ,[object Object],[object Object],[object Object],[object Object]
FIGURE SHOWING NEURON
SYNAPSE
-:THE ARTIFICIAL NEURON:- ,[object Object],[object Object],[object Object],[object Object]
-:THE ARTIFICIAL NEURON :- ,[object Object],[object Object]
# ARTIFICIAL NEURON #
<((FIRING RULE))> ,[object Object],[object Object],[object Object],[object Object]
<((FIRING RULE))> ,[object Object]
<((FIRING RULE))> ,[object Object],[object Object],[object Object]
~:“PATTERN RECOGNITION”:~ ,[object Object],[object Object],[object Object]
~:“PATTERN RECOGNITION”:~ ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],McCulloch And Pitts Model Of Neuron
[object Object],[object Object],[object Object],McCulloch And Pitts Model Of Neuron
# ARTIFICIAL NEURON WITH # WEIGHTED INPUTS
[object Object],[object Object],[object Object],[object Object],McCulloch And Pitts Model Of Neuron
Architecture Of Neural Networks ,[object Object],[object Object],[object Object],[object Object],[object Object]
FEED-FORWARD NETWORK
Architecture Of Neural Networks ,[object Object],[object Object],[object Object],[object Object],[object Object]
FEEDBACK NETWORK
Architecture Of Neural Networks ,[object Object],[object Object],[object Object],[object Object],[object Object]
Layers Of Neural Network
Architecture Of Neural Networks ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Learning Methods
[object Object],[object Object],[object Object],[object Object],Supervised Learning
[object Object],[object Object],[object Object],Supervised Learning
[object Object],[object Object],[object Object],Unsupervised Learning
[object Object],[object Object],[object Object],[object Object],Learning Contd....
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Applications
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Applications
Learning mode Prediction mode Applications
Shape of Lips Lip reading Applications
[object Object],[object Object],[object Object],[object Object],Conclusion
[object Object],[object Object],Conclusion
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],REFERENCES
Thank You !

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Neural Networks