Asked by Tyler Schatz on May 06, 2024
Verified
Which of the following is FALSE regarding a connectionist training "epoch"?
A) It begins by generating a random output.
B) Connection weights are initially set at random levels.
C) Generated output patterns are compared with target patterns.
D) Back propagation occurs over many trials.
Connectionist Training
A method in cognitive science where models are trained to recognize patterns, learn, and simulate human-like cognitive processes based on the way neural networks operate.
Target Patterns
Specific arrangements or designs that are sought after or aimed for in various contexts, such as in shooting, design, or research.
Back Propagation
A method used in artificial neural networks to calculate the error contribution of each neuron after a batch of data is processed, enabling efficient adjustment of the weights.
- Acknowledge the role of semantic priming and cognitive economy in concept formation and categorization.
Verified Answer
IB
isaiah brownMay 13, 2024
Final Answer :
A
Explanation :
An epoch in connectionist training does not begin by generating a random output; it starts with forward propagation of input through the network, using the current weights, to generate an output, which is then compared to the target output.
Learning Objectives
- Acknowledge the role of semantic priming and cognitive economy in concept formation and categorization.