Explain How Learning Occurs in a Connectionist Network

question 28

Essay

Explain how learning occurs in a connectionist network. Describe the process of back propagation. How is the pattern of output activity in a network adjusted so that the output signal matches the correct signal for a given stimulus?

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Definitions:

Communication Barrier

Obstacles in the communication process that prevent effective exchange of information and understanding.

Cultural Diversity

The presence of diverse cultural or ethnic groups within a society or organization.

Nondefensive Communication

Messages that are assertive, direct, and powerful.

Information Overload

A condition where an individual is exposed to more information than can be processed, leading to overwhelm or decision-making paralysis.