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Shifting the ML Workload to Analog
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Classroom Contents
AnalogML - Analog Inferencing for System-Level Power Efficiency
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- 1 AnalogML: Analog Inferencing for System-Level Power Efficiency
- 2 Today's Sensor Processing at the Edge is inefficient
- 3 Shifting the ML Workload to Analog
- 4 Efficiency with Analog
- 5 AnalogMLTM: Configurable Computing Chip
- 6 Analog Neural Network
- 7 Example of a Simple AnalogMLT Audio Chain
- 8 Application: Glass Break Detection
- 9 Application: Voice Activity Detection
- 10 Application: VAD + Preroll for WWE
- 11 Conclusion
