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</p> Signup and view all the answers

    In what year was the concept of GAN introduced?

    <p>2014</p> Signup and view all the answers

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

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

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

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

    What type of processing is the GPU designed for?

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

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

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

    What causes latency in the GPU?

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

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

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

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

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

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