Which of the following is an advantage of artificial neural network?

► Ability to make machine learning: Artificial neural networks learn events and make decisions by commenting on similar events. ► Parallel processing capability: Artificial neural networks have numerical strength that can perform more than one job at the same time.

What are the advantages of artificial neural networks?

There are various advantages of neural networks, some of which are discussed below:

  • Store information on the entire network. …
  • The ability to work with insufficient knowledge: …
  • Good falt tolerance: …
  • Distributed memory: …
  • Gradual Corruption: …
  • Ability to train machine: …
  • The ability of parallel processing:

What are the advantages of artificial neural networks over conventional computing?

7. What are the advantages of neural networks over conventional computers? Explanation: Neural networks learn by example. They are more fault tolerant because they are always able to respond and small changes in input do not normally cause a change in output.

What are the disadvantage of artificial neural network?

Disadvantages of Artificial Neural Networks (ANN)

  • Hardware Dependence: …
  • Unexplained functioning of the network: …
  • Assurance of proper network structure: …
  • The difficulty of showing the problem to the network: …
  • The duration of the network is unknown:
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Which is not the advantage of Ann?

It has fault tolerance: Corruption of one or more cells of ANN does not prevent it from generating output. This feature makes the networks fault-tolerant. Gradual corruption: A network slows over time and undergoes relative degradation. The network problem does not immediately corrode.

What is neural network What are the advantages of neural network in AI?

Advantages of Neural Networks:

Neural Networks have the ability to learn by themselves and produce the output that is not limited to the input provided to them. The input is stored in its own networks instead of a database, hence the loss of data does not affect its working.

What are the advantages of artificial intelligence?

AI enables the execution of hitherto complex tasks without significant cost outlays. AI operates 24×7 without interruption or breaks and has no downtime. AI augments the capabilities of differently abled individuals. AI has mass market potential, it can be deployed across industries.

What is meant by artificial neural network?

An artificial neural network is an attempt to simulate the network of neurons that make up a human brain so that the computer will be able to learn things and make decisions in a humanlike manner. ANNs are created by programming regular computers to behave as though they are interconnected brain cells.

What are the disadvantages in using a neural network to build a supervised model?

Cons

  • Neural networks are black boxes, meaning we cannot know how much each independent variable is influencing the dependent variables.
  • It is computationally very expensive and time consuming to train with traditional CPUs.
  • Neural networks depend a lot on training data.
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What are the advantages and disadvantages of decision trees?

Advantages and Disadvantages of Decision Trees in Machine Learning. Decision Tree is used to solve both classification and regression problems. But the main drawback of Decision Tree is that it generally leads to overfitting of the data.

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