Deep Learning MCQ Quiz (Multiple Choice Questions And Answers)
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21. Which, if any, of the following propositions is true about fully-connected neural networks (FCNN)?
- In a FCNN, there are connections between neurons of a same layer.
- In a FCNN, the most common weight initialization scheme is the zero initialization, because it leads to faster and more robust training.
- A FCNN with only linear activations is a linear network.
- None of the above
- fully connected network with both hidden and visible units
- asynchronous operation
- stochastic update
- all of the mentioned
- Convolutional neural Network
- Recurrent Neural Network
- Fully Connected Neural Network
- Both1 and 2
- Early stopping
- Dropout
- Data augmentation
- Pooling
25. Assume that your machine has a large enough RAM dedicated to training neural networks. Compared to using stochastic gradient descent for your optimization, choosing a batch size that fits your RAM will lead to::
- a more precise but slower update.
- a more precise and faster update.
- a less precise but faster update.
- a less precise and slower update.
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