David C. Zhu — accepted AI-conference papers

2023

A Mathematical Model for Neuronal Activity and Brain Information Processing Capacity

Yu Zheng, David C. Zhu, Jian Ren, Taosheng Liu, Karl J. Friston, Tongtong Li

ICASSP 2023accepted

Neurophysiological measurements suggest that human information processing is evinced by neuronal activity. However, the quantitative relationship between the activity of a brain region and its information processing capacity remains unclear. In this paper, we introduce an information conservation la…

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2017

Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis

Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente

ICASSP 2017accepted

Advances in information technology are making it possible to collect increasingly massive amounts of multidimensional, multi-modal neuroimaging data such as functional magnetic resonance imaging (fMRI). Current fMRI datasets involve multiple variables including multiple subjects, as well as both tem…

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