
Introduction to Neural Networks

Quiz
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Computers
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University
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Medium
JenkinWinston J
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24 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
The concept of the artificial neural network was first proposed by:
Alan Turing
John McCarthy
Warren McCulloch and Walter Pitts
Marvin Minsky
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which neurotransmitter is known for its role in the brain's reward system and motivation?
Serotonin
Glutamate
Dopamine
Acetylcholine
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which neurotransmitter is most involved in regulating mood, sleep, and appetite?
Glutamate
Serotonin
Norepinephrine
Dopamine
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
The main limitation of the McCulloch-Pitts model is its inability to:
Learn from data
Represent linear functions
Implement logical operations
Process binary inputs
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
The first successful learning algorithm for neural networks was developed by:
Geoffrey Hinton
Frank Rosenblatt
Yann LeCun
Andrew Ng
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
The McCulloch-Pitts neuron model operates on inputs that are:
Continuous
Binary
Categorical
Nominal
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
An ANN's ability to generalize means it can:
Memorize training data
Apply learned knowledge to new, unseen data
Optimize the training data
Reduce its size
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