Now showing items 1-2 of 2

    • Computational role of eccentricity dependent cortical magnification 

      Poggio, Tomaso; Mutch, Jim; Isik, Leyla (Center for Brains, Minds and Machines (CBMM), arXiv, 2014-06-06)
      We develop a sampling extension of M-theory focused on invariance to scale and translation. Quite surprisingly, the theory predicts an architecture of early vision with increasing receptive field sizes and a high resolution ...
    • A Deep Representation for Invariance And Music Classification 

      Zhang, Chiyuan; Evangelopoulos, Georgios; Voinea, Stephen; Rosasco, Lorenzo; Poggio, Tomaso (Center for Brains, Minds and Machines (CBMM), arXiv, 2014-17-03)
      Representations in the auditory cortex might be based on mechanisms similar to the visual ventral stream; modules for building invariance to transformations and multiple layers for compositionality and selectivity. In this ...