题目内容

The reason why deep neural networks in deep learning generally do not use BP algorithm is:()

A. During feedback adjustment, the gradient becomes more and more sparse, and the error correction signal becomes smaller and smaller from the top layer
B. Convergence is easy to the local minimum, because it is initialized with random values, it is easy to cause this situation when the initial value is far from the optimal area
C. The BP algorithm requires labeled data to train, but most of the data is unlabeled
D. Multi-layer network, only the nodes between adjacent layers are connected and cannot be corrected

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Dimensionality reduction method:()

A. The original features are transformed into fewer new features through mapping and transformation.
By approximately linearizing Da's original features into fewer new features.
C. Select some of the most representative features from the original features.
D. Select some features that appear more frequently from the original features.

Criteria for "understanding" of natural language: input a natural language text to the computer, if the computer can ()

A. Questions and answers
B. Digest generation
C. Interpretation
D. Translation

In the self-emergence of the biological grid structure, the following are the main grid cell generation models()

A. Oscillation interference model
B. Continuous attractor network (CAN)
C. Hidden Markov model
Discriminant model

The following correct representation of the concept of artificial intelligence()

Artificial intelligence is to develop a type of computer to enable it to accomplish what is normally done by humans
B. Artificial intelligence is the research and construction of agent programs that perform well in a given environment
C. Artificial intelligence is intelligence displayed by machines or software
D. Artificial intelligence defines it as a study of human agents

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