no code implementations • 16 Apr 2024 • Noah Lewis, Jean Luca Bez, Suren Byna
In this paper, we survey I/O in ML applications on HPC systems, and target literature within a 6-year time window from 2019 to 2024.
no code implementations • 7 Oct 2022 • Eloy Geenjaar, Noah Lewis, Amrit Kashyap, Robyn Miller, Vince Calhoun
To analyze communication, the brain is often split up into anatomical regions that each perform certain computations.
no code implementations • 13 Jun 2022 • Md Mahfuzur Rahman, Noah Lewis, Sergey Plis
We demonstrate through extensive experiments that the proposed approach outperforms vanilla and integrated gradients in subjective and quantitative assessment.
no code implementations • 26 May 2022 • Eloy Geenjaar, Amrit Kashyap, Noah Lewis, Robyn Miller, Vince Calhoun
Our approach is evaluated on data with multiple motor sub-tasks to assess whether the model captures disentangled latent factors that correspond to each sub-task.
no code implementations • 3 May 2021 • Eloy Geenjaar, Noah Lewis, Zening Fu, Rohan Venkatdas, Sergey Plis, Vince Calhoun
Neuroimaging studies often involve the collection of multiple data modalities.
1 code implementation • 29 Jul 2020 • Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Noah Lewis, Zening Fu, Vince D. Calhoun, Sergey M. Plis
In this paper we present a novel self supervised training schema which reinforces whole sequence mutual information local to context (whole MILC).