Types of AI Processors

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Questions and Answers

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?

<p>Photoshop (A)</p> Signup and view all the answers

In what year was the concept of GAN introduced?

<p>2014 (A)</p> Signup and view all the answers

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

<p>Identify authenticity (C)</p> Signup and view all the answers

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

<p>Perceptron (A)</p> Signup and view all the answers

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

<p>1966 (A)</p> Signup and view all the answers

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

<p>LISP (C)</p> Signup and view all the answers

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

<p>Statistical Decision Theory (D)</p> Signup and view all the answers

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

<p>Governments and research institutions withdrew or reduced funding on AI (D)</p> Signup and view all the answers

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

<p>Difficulty in acquiring knowledge (C)</p> Signup and view all the answers

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

<p>Edge detection and contour composition methods (D)</p> 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?

<p>Due to the complexity of human retinal vision (C)</p> Signup and view all the answers

What type of processing is the GPU designed for?

<p>Processing different data types simultaneously (B)</p> Signup and view all the answers

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

<p>Data forwarding for multiple threads (A)</p> Signup and view all the answers

What is the main difference between CPU and GPU architecture?

<p>GPU has thousands of much smaller cores (B)</p> Signup and view all the answers

What causes latency in the GPU?

<p>Cache memory serving for threads merely (C)</p> Signup and view all the answers

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

<p>Quasi-Newton method (D)</p> Signup and view all the answers

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

<p>Natural language processing (A)</p> Signup and view all the answers

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

<p>Bidirectional Encoder Representation from Transformers (BERT) (D)</p> Signup and view all the answers

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

<p>Transfer learning, reinforcement learning, one-shot learning, adversarial machine learning (A)</p> Signup and view all the answers

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