ECE GY 6143

New York University

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 ECE-GY 6143 introduction to Machine Learning Problems: Convolutional Neural Networks
  • ECE-GY 6143 introduction to Machine Learning Problems: Convolutional Neural Networks

  • Exam (elaborations) • 6 pages • 2022
  • Introduction to Machine Learning Problems: Convolutional Neural Networks Prof. Sundeep Rangan 1. Tensors. For each of the following datasets, describe how you would represent them as tensors. Specifically, give the shape of the tensors. (a) A batch of 100 color images, each image is 256 × 256. (b) A batch of 40 EEG recordings. Each EEG records has 80 channels of output at a sample rate of 240 Hz for 10 seconds. (c) A batch of 32 videos. Each video has a frame rate of 30 frames per secon...
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