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Model Efficiency
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Classroom Contents
Software-Driven TinyML Hardware Co-Design for AI Power Smart Devices
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- 1 Introduction
- 2 AI Power Smart Devices
- 3 Algorithms
- 4 Model Efficiency
- 5 Hardware Design
- 6 MPUS
- 7 Model Design
- 8 AIZip
- 9 Digital vs Analog
- 10 Digital AI Accelerator
- 11 Memory Access
- 12 Processing in Memory
- 13 Hardware CoDesign
- 14 ASF
- 15 Current Base Design
- 16 ChargeBased Design
- 17 CapRAM
- 18 Accelerator Architecture
- 19 PiM vs Digital
- 20 PiMnet
- 21 Why PiMnet
- 22 PiMnet vs ImageNet
- 23 Recap
- 24 Summary
- 25 Questions
- 26 Sponsors
