Mention any three advantages and three limitations of neural networks.
Answers
Answer:
Explanation:
ADVANTAGES
Gradual corruption: A network slows over time and undergoes relative degradation. The network problem does not immediately corrode.
Ability to train machine: Artificial neural networks learn events and make decisions by commenting on similar events.
Parallel processing ability: Artificial neural networks have numerical strength that can perform more than one job at the same time.
DISADVANTAGES
Hardware dependence: Artificial neural networks require processors with parallel processing power, by their structure. For this reason, the realization of the equipment is dependent.
Unexplained functioning of the network: This is the most important problem of ANN. When ANN gives a probing solution, it does not give a clue as to why and how. This reduces trust in the network.
Assurance of proper network structure: There is no specific rule for determining the structure of artificial neural networks. The appropriate network structure is achieved through experience and trial and error.