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:

Customer Deposits

Funds placed by customers with a company, often in the context of financial services, which may be used for further transactions or withdrawn later.

Maximize Profits

The objective of optimizing the difference between total revenues and total costs to achieve the highest possible financial gain.

Board of Governors

A leading body of a central banking system, such as the Federal Reserve in the United States, responsible for overseeing the bank's policies and operations.

Appointed

A term referring to individuals who have been selected and assigned roles or positions, often within a governmental or organizational setting, without requiring an election or competitive selection process.