Recent Submissions

  • Hippocampal Remapping as Hidden State Inference 

    Sanders, Honi; Wilson, Matthew A.; Gershman, Samueal J. (Center for Brains, Minds and Machines (CBMM), bioRxiv, 2019-08-22)
    Cells in the hippocampus tuned to spatial location (place cells) typically change their tuning when an animal changes context, a phenomenon known as remapping. A fundamental challenge to understanding remapping is the fact ...
  • Brain Signals Localization by Alternating Projections 

    Adler, Amir; Wax, Mati; Pantazis, Dimitrios (Center for Brains, Minds and Machines (CBMM), arXiv, 2019-08-29)
    We present a novel solution to the problem of localization of brain signals. The solution is sequential and iterative, and is based on minimizing the least-squares (LS) criterion by the alternating projection (AP) algorithm, ...
  • Theoretical Issues in Deep Networks: Approximation, Optimization and Generalization 

    Poggio, Tomaso; Banburski, Andrzej; Liao, Qianli (Center for Brains, Minds and Machines (CBMM), 2019-08-17)
    While deep learning is successful in a number of applications, it is not yet well understood theoretically. A satisfactory theoretical characterization of deep learning however, is beginning to emerge. It covers the following ...

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