Homework Help: Questions and Answers: Which type of Al system attempts to mimic the way the human brain processes information?
a) Expert Systems
b) Neural Networks
c) Decision Trees
d) Genetic Algorithms
Answer:
First, let’s understand what the question is asking: It about identify type of AI system attempts to mimic the way the human brain processes information.
Now, let’s analyze each option to determine the correct answer (option).
Given Answer: Step by Step Answering
a) Expert Systems
- These are AI systems that mimic the decision-making ability of a human expert. They use a knowledge base of human expertise and an inference engine to solve specific problems. They do not mimic the way the human brain processes information.
b) Neural Networks
- These are computing systems inspired by the structure and function of biological neural networks in the brain. They are designed to recognize patterns and process data in a way that is similar to the human brain. Neural networks can learn from and adapt to new data, which is a key characteristic of how the human brain processes information.
c) Decision Trees:
- These are models used use a tree-like model of decisions and their possible consequences. They are a way to represent and analyze possible outcomes but do not mimic the way the human brain processes information.
d) Genetic Algorithms
- These are inspired by the process of natural selection. They are used to generate high-quality solutions to optimization and search problems by relying on bio-inspired operators such as mutation, crossover, and selection. While they are inspired by biological evolution, they do not mimic the way the human brain processes information.
Final Answer:
Based on the above analysis, the correct answer is:
b) Neural Networks
Neural Networks are the AI systems that most closely attempt to mimic the way the human brain processes information.
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