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Understanding Artificial Neural Networks Quiz

5 Questions

2 Views

Understanding Artificial Neural Networks Quiz

Created by

@BenevolentCliff

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Questions and Answers

What is the main technique used for adjusting the connection weights in artificial neural networks?

Perceptrons

Backpropagation (correct)

Gradient descent

Multi-layer networks

What is the approximate number of connections (synapses) per neuron in the human brain?

~104–105 (correct)

0.1 secs

~1010

> 10-3 secs

In artificial neural networks, what type of input is typically handled?

Real-valued and unweighted

Binary and unweighted

Low-dimensional discrete

High-dimensional discrete or real-valued (correct)

What defines the usefulness of neural networks in applications?

<p>Their capability to learn complex mappings from inputs to outputs based on samples</p> Signup and view all the answers

What allows artificial neural networks to carry out highly parallel, distributed processing?

<p>Many weighted interconnections among units</p> Signup and view all the answers

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