The Connectionist Network Has Learned the Correct Pattern for a Concept

question 46

Multiple Choice

The connectionist network has learned the correct pattern for a concept when

• A) the connection weights add up to exactly +1.00.
• B) the output pattern matches the initial input pattern.
• C) the back propagated error signal is zero.
• D) the output unit response is greater than zero.

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Definitions:

Reward

A stimulus or event that follows a behavior and increases the likelihood of that behavior occurring again.

Opponent Process Theory

A theory that explains emotional and motivational dynamics as the result of competing processes: an initial emotional reaction followed by an opposite counter-reaction.

Opponent Process Theory

A psychological and neurological model that explains how the perception of colors is controlled by two opposing systems: one that processes colors on a continuum from green to red and another from blue to yellow.

Fearful

Experiencing fear; feeling apprehension or dread regarding a specific situation or potential outcome.