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Classroom Contents
TinyML Talks - Software-Hardware Co-design for Tiny AI Systems
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- 1 Intro
- 2 The Age of the Intended Machine
- 3 Basic Solutions
- 4 Integration
- 5 Computation
- 6 Common Practice
- 7 LevelBased Solution
- 8 Accuracy Engineering
- 9 Vertical Integration
- 10 Chips
- 11 Architecture
- 12 Natural Quality Stream
- 13 Tensor Partitions
- 14 Dynamic Programming
- 15 Advanced Neural Network
- 16 Graph Computing
- 17 Zero Computation
- 18 Zero Pruning
- 19 Israelites
- 20 Distributed Learning
- 21 Distributed Mobile Training
- 22 Clustering
- 23 Lottery ticket hypothesis
- 24 Deep learning
- 25 Delivery network
- 26 Privacy
- 27 Neural Network Research
- 28 Neural Active Search
- 29 Topology Awareness
- 30 Predictor
- 31 DAG
- 32 Neural Network Design
- 33 Summary
- 34 Nonconventional powers
- 35 Questions
- 36 Edge Impulse
