no code implementations • 29 Apr 2022 • Maitreyi Ashok, Matthew J. Turner, Ronald L. Walsworth, Edlyn V. Levine, Anantha P. Chandrakasan
Unsupervised deep learning is used to classify wide field-of-view (4x4 mm$^2$), high spatial resolution magnetic field images taken using a Quantum Diamond Microscope (QDM).
no code implementations • 26 Mar 2021 • Saurav Maji, Utsav Banerjee, Anantha P. Chandrakasan
With the recent advancements in machine learning theory, many commercial embedded micro-processors use neural network models for a variety of signal processing applications.
1 code implementation • 1 Jun 2020 • Kyungmi Lee, Anantha P. Chandrakasan
We identify three common cases that lead to overestimation of adversarial accuracy against bounded first-order attack methods, which is popularly used as a proxy for adversarial robustness in empirical studies.