Publications: Recent submissions

Now showing items 43-45 of 159

    • A Definition of General Problem Solving 

      Liao, Qianli (2020-07-13)
      What is general intelligence? What does it mean by general problem solving? We attempt to give a definition of general problem solving, characterize the common process of problem solving and provide a basic algorithm that ...

    • Loss landscape: SGD can have a better view than GD 

      Poggio, Tomaso; Cooper, Yaim (Center for Brains, Minds and Machines (CBMM), 2020-07-01)
      Consider a loss function L = 􏰀ni=1 l2i with li = f(xi) − yi, where f(x) is a deep feedforward network with R layers, no bias terms and scalar output. Assume the network is overparametrized that is, d >> n, where d is the ...

    • Biologically Inspired Mechanisms for Adversarial Robustness 

      Vuyyuru Reddy, Manish; Banburski, Andrzej; Plant, Nishka; Poggio, Tomaso (Center for Brains, Minds and Machines (CBMM), 2020-06-23)
      A convolutional neural network strongly robust to adversarial perturbations at reasonable computational and performance cost has not yet been demonstrated. The primate visual ventral stream seems to be robust to small ...