no code implementations • 12 Feb 2024 • Bradley T. Baker, Mustafa S. Salman, Zening Fu, Armin Iraji, Elizabeth Osuch, Jeremy Bockholt, Vince D. Calhoun
In the clinical treatment of mood disorders, the complex behavioral symptoms presented by patients and variability of patient response to particular medication classes can create difficulties in providing fast and reliable treatment when standard diagnostic and prescription methods are used.
no code implementations • 9 Feb 2024 • Bradley T. Baker, Barak A. Pearlmutter, Robyn Miller, Vince D. Calhoun, Sergey M. Plis
Our understanding of learning dynamics of deep neural networks (DNNs) remains incomplete.
no code implementations • 18 Feb 2021 • Bradley T. Baker, Aashis Khanal, Vince D. Calhoun, Barak Pearlmutter, Sergey M. Plis
We introduce an innovative, communication-friendly approach for training distributed DNNs, which capitalizes on the outer-product structure of the gradient as revealed by the mechanics of auto-differentiation.