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Questions and Answers
Which type of neural net did Ilya Sutskever train in 2011?
Which type of neural net did Ilya Sutskever train in 2011?
- Long short-term memory
- Convolutional neural net
- Recurrent neural net (correct)
- Multilayer perceptron
What did Minsky and Papert analyze in their book called 'Perceptrons'?
What did Minsky and Papert analyze in their book called 'Perceptrons'?
- The role of hidden layers in neural networks
- The impact of pooling layers on neural networks
- The limitations of neural networks (correct)
- The structure of convolutional neural networks
What are the three categories of hidden layers in a convolutional neural network?
What are the three categories of hidden layers in a convolutional neural network?
- Fully connected layer, convolutional layer, recurrent layer
- Convolutional layer, pooling layer, fully connected layer (correct)
- Recurrent layer, convolutional layer, pooling layer
- Pooling layer, fully connected layer, recurrent layer
In what year was the mansion house completed?
In what year was the mansion house completed?
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Which intelligence agencies were overshadowing Northern Denver in 1974?
Which intelligence agencies were overshadowing Northern Denver in 1974?
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Study Notes
Neural Networks
- Ilya Sutskever trained a large recurrent neural network (RNN) in 2011.
Perceptrons
- Minsky and Papert analyzed the limitations of single-layer perceptrons in their book 'Perceptrons'.
Convolutional Neural Networks
- There are three categories of hidden layers in a convolutional neural network: convolutional layers, pooling layers, and fully connected layers.
Architecture
- The mansion house was completed in an unspecified year.
Intelligence Agencies
- In 1974, the CIA and NSA were overshadowing Northern Denver.
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