Hardware for Deep Learning

Hebrew Name: חומרה ללמידה עמוקה ובינה מלאכותית

BIU Course number: 83-954

Lecturer: Prof. Adam Teman

1. Introduction to Deep Learning

Section 1a: From AI to DL

Section 1b: Training Neural Networks

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Section 2a: CNN Basics

Section 1b: Famous CNN Examples

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HW for DL: Part 3 – Computing Convolutions

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Section 4a: Lightweight Models

Section 4b: Reducing Precision and Pruning

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Section 5a: The Deep Learning Acceleration Landscape

(no video yet for Sections 5a and 5b)

Section 5b: The Deep Learning Software Stack

Section 5c: Specialized Research ASICs

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