ECE 695AH Lecture 1.1: Introduction to AI Hardware

This introductory lecture focuses on the following aspects regarding AI and AI hardware:

  • New Milestones achieved by AI

  • Where AI is being used and found

  • The energy cost of AI

  • Biological Systems

  • Hardware Fabrics

  • What is machine learning and machine learning algorithms?

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ECE 695AH Lecture 1.2: Linear Regression

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Tutorial to NeuroSim: A Versatile Benchmark Framework for AI Hardware