Learning of visual modules from examples: A framework for understanding adaptive visual performance

Barlow, 1979, Reconstructing the visual image in space and time, Nature, 279, 189, 10.1038/279189a0 Caprile, 1990, A Non-deterministic Minimization Algorithm B. Caprile, F. Girosi, and T. Poggio, in preparation. Carlson, 1985, Spatial frequency model for hyperacuity, J. Opt. Soc. Am. A, 2, 1747, 10.1364/JOSAA.2.001747 Crick, 1980, An information-processing approach to understanding the visual cortex Edelman, 1990, Bringing the Grandmother Back into the Picture: A Memory-Based View of Object Recognition, 10.21236/ADA225514 Edelman, 1991, A self-organizing multiple-view representation of 3D objects, Biol. Cybernet., 64, 209, 10.1007/BF00201981 M. W. Fahle and S. Edelman, Learning of vernier acuity, in preparation. Hering, 1899, Ueber die Grenzen der Sehschaerfe, 16 Hurlbert, 1988, Synthesizing a color algorithm from examples, Science, 239, 482, 10.1126/science.3340834 Karni, 1991, Where practice makes perfect in texture discrimination, 88, 4966 Kirkpatrick, 1983, Optimization by simulated annealing, Science, 220, 671, 10.1126/science.220.4598.671 Klein, 1985, Hyperacuity thresholds of 1 sec: Theoretical predictions and empirical validation, J. Opt. Soc. Am. A, 2, 1170, 10.1364/JOSAA.2.001170 Lin, 1973, An effective heuristic algorithm for the traveling salesman problem, Oper. Res., 21, 498, 10.1287/opre.21.2.498 Nazir, 1990, Some results on translation invariance in the human visual system, Spatial Vision, 5, 81, 10.1163/156856890X00011 Poggio, 1990, A theory of how the brain might work, 55, 899 Poggio, 1990, A network that learns to recognize three-dimensional objects, Nature, 343, 263, 10.1038/343263a0 Poggio, 1989, A Theory of Networks for Approximation and Learning Poggio, 1990, Regularization algorithms for learning that are equivalent to multilayer networks, Science, 247, 978, 10.1126/science.247.4945.978 Rimer, 1991, Learning to Control A Robotic Arm using Radial Basis Function Interpolation Schwartz, 1985, Local and global functional architecture in primate striate cortex: Outline of a spatial mapping doctrine for perception, 146 Watt, 1985, Vernier acuity: Interactions between length effects and gaps when orientation effects are eliminated, Spatial Vision, 1, 31, 10.1163/156856885X00053 Westheimer, 1979, The spatial sense of the eye, Invest. Ophthalmol. Visual Sci., 18, 893 Westheimer, 1975, Visual acuity in the presence of retinal image motion, J. Opt. Soc. Amer., 65, 847, 10.1364/JOSA.65.000847 Westheimer, 1977, Spatial configurations for visual hyperacuity, Vision Res., 17, 941, 10.1016/0042-6989(77)90069-4 Widrow, 1985 Wilson, 1986, Responses of spatial mechanisms can explain hyperacuity, Vision Res., 26, 453, 10.1016/0042-6989(86)90188-4