ECE 598 NS: Machine Learning in Silicon
Reading Material
Preliminaries
- Notes on Algorithm Transforms [PDF]
- Notes on LMS Architectures [PDF]
- Energy-efficient Machine Learning in Silicon: A Communications-inspired Approach [PDF]
- A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System [PDF]
- Block Implementation of Adaptive Digital Filters [PDF]
- The LMS Algorithm with Delayed Coefficient Adaptation [PDF]
- 30 Years of Adaptive Neural Networks: Perceptron, Madaline, and Backpropagation [PDF]
- Optimization Methods for Large-Scale Machine Learning [PDF]
Tutorials
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