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Explain How Learning Occurs in a Connectionist Network

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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?


Definitions:

Horizontal Analysis

A financial analysis technique that involves the comparison of historical financial data over a series of reporting periods, to identify trends and growth patterns.

Income Statement

A financial statement that shows a company's revenues, expenses, and net income over a specific period, reflecting the company's financial performance.

Balance Sheet

A financial statement that shows a company's assets, liabilities, and shareholder equity at a specific point in time, offering a snapshot of its financial condition.

Stockholder

An individual or entity that owns shares in a corporation and therefore has a claim on part of its assets and earnings.

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