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Each layer of the multi-layer feed-forward network is a single-layer network, but the single-layer perceptron learning method cannot be used.

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The function of the human brain may be described as a computer, but when performing intelligent activities, compared with computers, human behavior is subjective and intentional, which is currently impossible for all computers. ()

The development of robots has experienced three generations of program-controlled robots (the first generation), adaptive robots (the second generation) and intelligent robots (the modern generation).

Connectionism holds that the human thinker is a symbol, not a neuron;Human cognitive process is a symbolic operation rather than a self-organizing process of weights.

Modern cognitive science emphasizes the mind's physicality, that is, the mind is separate from the body, and that human experience and knowledge are derived from the interaction between the body and the environment.

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