On-Chip Learning and Inference Acceleration of Sparse Representations
abstract: The past decade has seen a tremendous surge in running machine learning (ML) functions on mobile devices, from mere novelty applications to now indispensable features for the next generation of devices. While the mobile platform capabilities range widely, long battery life and reliability...
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| Format: | Doctoral Thesis |
| Language: | English |
| Published: |
2019
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| Online Access: | http://hdl.handle.net/2286/R.I.54867 |