Artificial Neural Networks Architecture Quiz

What is the primary advantage of using larger and more complex artificial neural networks (ANNs)?

They can produce models with better performance

What is the term used to refer to the modern, deeper layered neural network architectures?

Deep learning

What technology is required for using modern ANNs effectively?

Big data technologies

What is the current standing of ANNs in terms of solving problems?

They provide some of the best solutions Signup and view all the answers

What is the name of the neural network used by Google for improving search ranking?

RankBrain Signup and view all the answers

What are artificial neural networks primarily used for?

Pattern recognition Signup and view all the answers

Which of the following is NOT mentioned as a tool for building, training, and deploying ANNs?

PyTorch Signup and view all the answers

What is a crucial step in training an ANN for a specific task?

Feeding it millions of labeled examples Signup and view all the answers

What is the primary challenge in building an ANN?

Choosing an appropriate network model (architecture) Signup and view all the answers

What was the error rate of the GoogLeNet program in the 2014 ImageNet competition?

6.7% Signup and view all the answers

During the training of an ANN, what changes in the network?

The strength of connections between neurons is adjusted Signup and view all the answers

Which of the following statements about the 2016 winning algorithm (CUImage) is true?

It used an ensemble of AI methods including an ANN with 269 layers Signup and view all the answers

What type of data is most big data?

Unstructured data like images and text documents Signup and view all the answers

Which of the following AI methods does the text suggest is useful for data without clearly defined features?

Methods that can learn from raw data without feature selection Signup and view all the answers

What does the text indicate about the current state of AI?

Each AI system is only useful for the specific task it was designed for Signup and view all the answers

What was a key factor that allowed powerful machine learning methods to run on affordable hardware?

The creation of software that enabled parallel computing across normal computers Signup and view all the answers

What is a key characteristic of artificial neural networks (ANNs)?

They are collections of very simple building blocks pieced together Signup and view all the answers

What is a common application of artificial neural networks?

Interpreting documents and driving cars Signup and view all the answers

What is a key advantage of deep learning, a technique related to artificial neural networks?

It allows for the creation of larger, deeper neural networks Signup and view all the answers

What is a key factor that enabled the success of AlphaGo in 2016?

The use of artificial neural networks and deep learning Signup and view all the answers