ADVANTAGES OF NEURAL NETWORKS

The neural networks have a lot of applications here we have discussed some of the most important applications of the neural networks

1.Adaptive learning: A neural networks have the ability to learn how to do things.

2. Self-Organisation: A neural network or ANN can create its own representation of the information it receives during learning.

3. Real Time Operation: In neural network or ANN computations can be carried out in parallel.

4. Pattern recognition is a powerful technique for the data security. Neural networks learn to recognize the patterns which exist in the data set.



5. The system is developed by learning rather than programming. Neural networks teach themselves the patterns in the data freeing the analyst for more interesting work.

6. Neural networks are flexible in a changing environment. Although neural networks may take some time to learn a sudden drastic change but they are excellent in adapting the constantly change in information.

7. Neural networks can build informative models whenever conventional approaches fail. Because neural networks can handle very complex interactions they can easily model data which is too difficult to model with traditional approaches such as inferential statistics or programming logic.

8.Performance of neural networks is very good and better on most of the problems. The neural networks can build models that are more complex in the structure of the data in significantly less time.