Podcast
Questions and Answers
In 1986, who popularized backpropagation for training multi-layer networks?
In 1986, who popularized backpropagation for training multi-layer networks?
- Hinton et al.
- LeCun
- Rumelhardt, Hinton, Williams (correct)
- Fukushima
Who were the individuals responsible for the 'cells that fire together wire together' learning rule?
Who were the individuals responsible for the 'cells that fire together wire together' learning rule?
- Rosenblatt
- McCulloch and Pitts
- Minsky and Papert
- Hebb (correct)
Who applied convolutional neural networks to recognizing handwritten digits for USPS in 1998?
Who applied convolutional neural networks to recognizing handwritten digits for USPS in 1998?
- LeCun (correct)
- Rumelhardt
- Hebb
- Fukushima
Which algorithm showed that linear models could not solve XOR, leading to a decline in neural nets research in 1969?
Which algorithm showed that linear models could not solve XOR, leading to a decline in neural nets research in 1969?
In which year did AlexNet obtain huge gains in object recognition, transforming the computer vision community?
In which year did AlexNet obtain huge gains in object recognition, transforming the computer vision community?
Which AI subfield is primarily concerned with teaching computers to learn from data without explicit programming?
Which AI subfield is primarily concerned with teaching computers to learn from data without explicit programming?
What concept goes back as far as Gauss and Legendre and is at the heart of machine learning?
What concept goes back as far as Gauss and Legendre and is at the heart of machine learning?
What are some common applications of Machine Learning (ML)?
What are some common applications of Machine Learning (ML)?
In which AI subfield would you find applications like image recognition, object detection, and facial recognition?
In which AI subfield would you find applications like image recognition, object detection, and facial recognition?
Which AI subfield combines AI with mechanical systems to create intelligent machines for physical tasks?
Which AI subfield combines AI with mechanical systems to create intelligent machines for physical tasks?
Which AI subfield focuses on enabling computers to understand, interpret, and generate human language?
Which AI subfield focuses on enabling computers to understand, interpret, and generate human language?
What are computer programs designed to mimic the decision-making abilities of human experts in a specific domain called?
What are computer programs designed to mimic the decision-making abilities of human experts in a specific domain called?
Which of the following was developed by Fisher in the field of statistics?
Which of the following was developed by Fisher in the field of statistics?
Which paradigm in machine learning was influenced by statistical learning theory and optimization?
Which paradigm in machine learning was influenced by statistical learning theory and optimization?
Which AI approach is known for its mathematical rigor and providing methods for understanding AI systems trained with real-world data?
Which AI approach is known for its mathematical rigor and providing methods for understanding AI systems trained with real-world data?
Which AI approach took a top-down strategy and initially failed to meet its original goal?
Which AI approach took a top-down strategy and initially failed to meet its original goal?
Which AI approach offered a class of models capable of solving complex problems and started with simple perceptual tasks?
Which AI approach offered a class of models capable of solving complex problems and started with simple perceptual tasks?
What is the primary difference between Neural AI and Symbolic AI approaches?
What is the primary difference between Neural AI and Symbolic AI approaches?
