Hardware for Deep Learning

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Last Update November 5, 2021
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About This Course
This lecture series focuses on Hardware for Deep Learning for the acceleration of artificial intelligence/deep learning workloads. This lecture series was given as part of Advanced Digital VLSI course.
Curriculum
8 Lessons04h 05m
Introduction to Deep Learning
From AI to DL27:12
Training Neural Networks23:10
Convolutional Neural Networks
Convolutional Neural Networks28:13
Famous CNNs27:12
Computing Convolutions
Computing Convolutions28:13
Reducing the Complexity
Lightweight Models28:33
Reduced Precision and Pruning34:34
The DL Acceleration Landscape
The DL Acceleration Landscape28:44
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Reviews (1)
abdur04101713051
2 years ago
Wonderful course.
I learn lots of things.
Free
Level
All Levels
Duration
4.1 hours
Lectures
8 lectures
Language
English
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