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Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models
One standard approach to this is model-based fMRI data analysis, in which a model is fitted to the behavioral data, i. e., a subject's choices, and then the neural data are parsed to find brain regions whose BOLD signals are related to the model's internal signals.
Spatio-Temporal Hilbert Maps for Continuous Occupancy Representation in Dynamic Environments
We consider the problem of building continuous occupancy representations in dynamic environments for robotics applications.
On Integrated Clustering and Outlier Detection
We model the joint clustering and outlier detection problem using an extension of the facility location formulation.
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