Introduction to Neural Networks

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8 Questions

What is the main task of dendrites in a biological neuron?

Carrying electrical signals into the cell body

Which transfer function type may a neuron have?

Either linear or nonlinear

Which component is not part of a single biological neuron?

Spindle

What is the purpose of the bias in a layer of neurons?

To adjust the threshold of the transfer function

What element connects each input vector to each neuron through the weight matrix?

Summers

In problem P2.1, what is the net input to the transfer function if the input is 2.0, the weight is 2.3, and the bias is -3?

1.6

To which popular network does the Widrow-Hoff learning rule apply?

Perceptron

What is the function of an axon in a biological neuron?

Carrying the signal out to other neurons

This quiz covers the basics of neural networks, including Hebbian, Perceptron, SOM, and Backpropagation. It also touches on biological neurons and their components.

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