Explain Why a Distributed Representation Provides a Better Account of the Generalization

question 113

Essay

Explain why a distributed representation provides a better account of the generalization gradient than a discrete component representation does.

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Definitions:

Psychological Characteristics

Psychological characteristics encompass the various traits, behaviors, and cognitive patterns that describe an individual's mental processes and personality.

Behavior Characteristics

Traits or patterns of action or conduct that are typical of a person or group and can be observed in a specific context.

Physiological Characteristics

The biological traits or features of organisms, including humans, which relate to the functions of the body systems.

Different Cultures

Refers to the variety of lifestyles, traditions, and beliefs found among groups of people from various ethnic, national, religious, or social backgrounds.