Types of AI Processors

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What does the 'G' in GAN stand for?

Guessing

Graphical

Generative (correct)

Generating

Who introduced the concept of GAN?

Ian Goodfellow (correct)

John Smith

Sarah Williams

Michael Johnson

What does 'AN' stand for in GAN?

Analytical Node

Adversarial Network (correct)

Algorithmic Nexus

Artificial Neuron

Which technique is mentioned as a means of producing fake or manipulated images?

Photoshop Signup and view all the answers

In what year was the concept of GAN introduced?

2014 Signup and view all the answers

What does the cashier do in the analogy mentioned in the text about GAN?

Identify authenticity Signup and view all the answers

What mathematical model, imitating the recognition pattern of the human brain, was proposed by Frank Rosenblatt in 1957?

Perceptron Signup and view all the answers

In what year was the first conversation program, ELIZA, invented by the MIT Artificial Intelligence Laboratory?

1966 Signup and view all the answers

Which programming language, developed by John McCarthy, became the dominant programming language for AI in the following decades?

LISP Signup and view all the answers

What technique did C.K.Chow propose to adopt in 1957 to tackle pattern recognition?

Statistical Decision Theory Signup and view all the answers

What was the consequence of the increasing suspicion and doubts about AI in the 1970s?

Governments and research institutions withdrew or reduced funding on AI Signup and view all the answers

What was a major obstacle for expert systems in the 1970s?

Difficulty in acquiring knowledge Signup and view all the answers

What did the American scientist L.R. Roberts propose in the field of machine vision?

Edge detection and contour composition methods Signup and view all the answers

Why did scientists conclude that to imitate human retinal vision, a computer would need to execute at least one billion instructions?

Due to the complexity of human retinal vision Signup and view all the answers

What type of processing is the GPU designed for?

Processing different data types simultaneously Signup and view all the answers

What is the primary function of the cache in the GPU?

Data forwarding for multiple threads Signup and view all the answers

What is the main difference between CPU and GPU architecture?

GPU has thousands of much smaller cores Signup and view all the answers

What causes latency in the GPU?

Cache memory serving for threads merely Signup and view all the answers

Which algorithm is commonly used for performance optimization in machine learning?

Quasi-Newton method Signup and view all the answers

What is the focus of the deep neural network (DNN) in machine learning?

Natural language processing Signup and view all the answers

Which technology is based on neural networks and used for natural language processing pre-training?

Bidirectional Encoder Representation from Transformers (BERT) Signup and view all the answers

What are the important technologies to realize machine learning, besides deep learning?

Transfer learning, reinforcement learning, one-shot learning, adversarial machine learning Signup and view all the answers