Neural Networks Flashcards
(21 cards)
1
Q
This creates intermediate features in its hidden layers
A
Neural Networks
2
Q
This is automatically learned by the network and is not the same as features humans would create
A
Intermediate Features
3
Q
What are the 6 component of the Anatomy of the Neural Network?
A
Input, Hidden, Output, Weights, Biases, Activations
4
Q
data X; has the shape nxd
A
Input Layer
5
Q
gives room for the network to learn other representations of the data to lower loss
A
Hidden Layer
6
Q
may consist of one or more neurons; can be designed for regression and classification
A
Output Layer
7
Q
has separate sets for each layer
A
Weights
8
Q
adds on non-linearity to network
A
Activations
8
Q
provides an intercept for each layer; inputs to these lines are always 1
A
Biases
9
Q
A
9
Q
A
10
Q
A
11
Q
A
11
Q
A
12
Q
A
13
Q
A
13
Q
A
14
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A
15
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A
16
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A
17
Q
A
