ECE GY 6143
New York University
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ECE-GY 6143 introduction to Machine Learning Problems: Convolutional Neural Networks
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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...
Exam (elaborations)
ECE-GY 6143 introduction to Machine Learning Problems: Convolutional Neural Networks
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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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