Browsing by Author "Ba, Demba"
Now showing items 1-3 of 3
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Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models
Ba, Demba; Temereanca, Simona; Brown, Emery N. (Frontiers Media S.A., 2014)Understanding how ensembles of neurons represent and transmit information in the patterns of their joint spiking activity is a fundamental question in computational neuroscience. At present, analyses of spiking activity ... -
Clustering via Deep Dictionary Learning
Tankala, Pranay Bennett (2021-06-04)Clustering, the process of discovering hidden groups in data, is a fundamentally important problem in statistical data analysis with applications ranging from image segmentation to sequence analysis to anomaly detection. ... -
Deep Learning for Inverse Problems in Engineering and Science
Tolooshams, Bahareh (2023-05-11)In a famous Socratic dialogue by Plato, Meno postulates that the epistemic pursuit of knowledge demands a target, without which one cannot determine the object of inquiry or even recognize it upon discovery. The paradox ...