Exam 6: Deep Learning and Cognitive Computing

Theano is a Java library developed by the Deep Learning Group at the University of Montreal.

Select and discuss a computer framework for implementing deep learning. Make sure to discuss its origin hardware targets and popular implementations.

The ________ is caused by very small derivatives of sigmoid functions in some regions of the images.

A convolution layer is followed by a pooling layer, also know them as a ________ layer.

Which type of neural network is characterized by allowing feedback connections?

Real applications of deep learning in general and CNN's in particular highly depend on the availability of:

Sensitivity analysis is a method for extracting the what among the inputs and the outputs of a trained neural network model?

Deep belief networks (DBNs) is a(n) ________ pretraining deep learning methods.

Which deep learning framework supports TPUs?

________ refers to a subfield of AI that employs computer programs to translate speech or text from one language to another.

Describe the framework of DeepQA used by IBM's Watson.

What factors are not allowing banks to use more advanced AI based fraud detection systems?

To program GPUs, the ________ language is utilized.

Generally, a ________ order of layers has to be held between the input and the output layers in the MLP-type network architecture.

________ is an open-source neural network library that functions as a high-level application programming interface (API).

In Caffe, everything is done using text files instead of code.