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pro vyhledávání: '"Lewis, Noah"'
Autor:
Lewis, Noah B.
Nearly all electrocatalytic reactions and all aqueous electrochemical systems involve either the reductive formation or oxidative scission of a surface-hydrogen bond in an interfacial proton-coupled electron transfer (I PCET) reaction. Whether as an
Externí odkaz:
https://hdl.handle.net/1721.1/157059
High-Performance Computing (HPC) systems excel in managing distributed workloads, and the growing interest in Artificial Intelligence (AI) has resulted in a surge in demand for faster methods of Machine Learning (ML) model training and inference. In
Externí odkaz:
http://arxiv.org/abs/2404.10386
Communication within or between complex systems is commonplace in the natural sciences and fields such as graph neural networks. The brain is a perfect example of such a complex system, where communication between brain regions is constantly being or
Externí odkaz:
http://arxiv.org/abs/2210.03667
Interpretability methods for deep neural networks mainly focus on the sensitivity of the class score with respect to the original or perturbed input, usually measured using actual or modified gradients. Some methods also use a model-agnostic approach
Externí odkaz:
http://arxiv.org/abs/2206.05903
Functional magnetic resonance imaging (fMRI) data contain complex spatiotemporal dynamics, thus researchers have developed approaches that reduce the dimensionality of the signal while extracting relevant and interpretable dynamics. Models of fMRI da
Externí odkaz:
http://arxiv.org/abs/2205.13640
Autor:
Iraji, Armin, Chen, Jiayu, Lewis, Noah, Faghiri, Ashkan, Fu, Zening, Agcaoglu, Oktay, Kochunov, Peter, Adhikari, Bhim M., Mathalon, Daniel H., Pearlson, Godfrey D., Macciardi, Fabio, Preda, Adrian, van Erp, Theo G.M., Bustillo, Juan R., Díaz-Caneja, Covadonga M., Andrés-Camazón, Pablo, Dhamala, Mukesh, Adali, Tulay, Calhoun, Vince D.
Publikováno v:
In Biological Psychiatry 1 August 2024 96(3):188-197
Neuroimaging studies often involve the collection of multiple data modalities. These modalities contain both shared and mutually exclusive information about the brain. This work aims at finding a scalable and interpretable method to fuse the informat
Externí odkaz:
http://arxiv.org/abs/2105.01128
Autor:
Mahmood, Usman, Rahman, Md Mahfuzur, Fedorov, Alex, Lewis, Noah, Fu, Zening, Calhoun, Vince D., Plis, Sergey M.
Behavioral changes are the earliest signs of a mental disorder, but arguably, the dynamics of brain function gets affected even earlier. Subsequently, spatio-temporal structure of disorder-specific dynamics is crucial for early diagnosis and understa
Externí odkaz:
http://arxiv.org/abs/2007.16041
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Publikováno v:
In Computers in Biology and Medicine July 2023 161