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Poggio", title = "Priors, Stabilizers and Basis Functions: From Regularization to Radial, Tensor and Additive Splines", type = "A.I. Memo No. ", number = 1430, institution = mitai, year = "1993" } @Article{GirJonPog95, author = "F. Girosi and M. Jones and T. Poggio", title = "Regularization theory and neural networks architectures", journal = "Neural Computation", year = 1995, volume = 7, pages = "219--269" } @article{GirPog-Kol89, author = "F. Girosi and T. Poggio", title = " Representation properties of networks: Kolmogorov's theorem is irrelevant", journal = "Neural Computation", volume = "1", number = "4", pages = "465--469", year = 1989 } @ARTICLE{GirPog-best89, AUTHOR = {F. Girosi and T. Poggio}, TITLE = {Networks and the Best Approximation Property}, JOURNAL = biocyb, YEAR = {1990}, VOLUME = {63}, PAGES = {169--176} } @ARTICLE{GirPog-best90a, AUTHOR = {F. Girosi and T. 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Edelman}, TITLE = {Synthesis of visual modules from examples: learning hyperacuity}, INSTITUTION = mitai, YEAR = {1991}, TYPE = "A.I. Memo No.", NUMBER = {1271} } @TECHREPORT{PogFahEde91b, AUTHOR = {T. Poggio and M. Fahle and S. Edelman}, TITLE = {Fast perceptual learning in visual hyperacuity}, INSTITUTION = mitai, YEAR = {1991}, TYPE = "A.I. Memo No.", NUMBER = {1336} } @ARTICLE{PogFahEde92, AUTHOR = {T. Poggio and M. Fahle and S. Edelman}, TITLE = {{Fast Perceptual Learning in Visual Hyperacuity}}, JOURNAL= {Science}, YEAR = {1992}, MONTH = {May}, VOLUME = {256}, PAGES = {1018-1021} } @article{PogGamLit88, author = "T. Poggio and E.B. Gamble and J.J. Little", title = "Parallel integration of vision modules", journal = "Science", volume = 242, pages = "436--440", year = 1988} @techreport{PogGir-cbip89, author = "T. Poggio and F. Girosi", title = "A theory of networks for approximation and learning", type = "C.B.I.P. Memo No.", number = 31, institution = "Center for Biological Information Processing, Whitaker College", year = 1989 } @INPROCEEDINGS{PogGir-iu90, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {Extension of a Theory of Networks for Approximation and Learning: dimensionality reduction and Clustering}, BOOKTITLE = iu, YEAR = {1990}, PAGES = {597--603}, PUBLISHER = {Morgan Kaufmann}, ADDRESS = {Pittsburgh, Pennsylvania}, MONTH = {September 11--13} } @INPROCEEDINGS{PogGir-iu90a, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {Extension of a Theory of Networks for Approximation and Learning: dimensionality reduction and Clustering}, BOOKTITLE = iu, YEAR = {1990a}, PAGES = {597--603}, PUBLISHER = {Morgan Kaufmann}, ADDRESS = {Pittsburgh, Pennsylvania}, MONTH = {September 11--13} } @techreport{PogGir89, author = "T. Poggio and F. Girosi", title = "A theory of networks for approximation and learning", type = "A.I. Memo No.", number = 1140, institution = mitai, year = 1989 } @article{PogGir90, author = "T. Poggio and F. Girosi", title = "Regularization algorithms for learning that are equivalent to multilayer networks", journal = "Science", year = 1990, pages = "978--982", volume = "247" } @incollection{PogGir90-hyper, author = "T. Poggio and F. Girosi", year = 1990, title = "{HyperBF}: A Powerful Approximation Technique for Learning", booktitle = "Artificial Intelligence at MIT: Expanding Frontiers, Vol. 1", editor = "Patrick H. Winston and Sarah A. Shellard", address = "Cambridge, MA", publisher = "{M.I.T. Press}" } @incollection{PogGir90-hyper-a, author = "T. Poggio and F. Girosi", year = {1990a}, title = "{HyperBF}: A Powerful Approximation Technique for Learning", booktitle = "Artificial Intelligence at MIT: Expanding Frontiers, Vol. 1", editor = "Patrick H. Winston and Sarah A. Shellard", address = "Cambridge, MA", publisher = "{M.I.T. Press}" } @techreport{PogGir90-norm, author = "T. Poggio and F. Girosi", title = "Extension of a Theory of networks for approximation and learning: dimensionality reduction and clustering", type = "{A.I. Memo 1167}", institution = mitai, year = 1990 } @techreport{PogGir90-norm-irst, author = "T. Poggio and F. Girosi", title = "Extension of a Theory of networks for approximation and learning: dimensionality reduction and clustering", type = "Technical Report \# 9004--03", institution = "IRST, Povo, Italy", year = 1990 } @techreport{PogGir90-norma, author = "T. Poggio and F. Girosi", title = "Extension of a Theory of networks for approximation and learning: dimensionality reduction and clustering", type = "{A.I. Memo 1167}", institution = mitai, year = {1990a} } @techreport{PogGir90-normc, author = "T. Poggio and F. Girosi", title = "Extension of a Theory of networks for approximation and learning: dimensionality reduction and clustering", type = "{A.I. Memo 1167}", institution = mitai, year = {1990c} } @TECHREPORT{PogGir90-sto, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {Continuous Stochastic Cellular Automata That Have a Stationary Distribution and No Detailed Balance}, INSTITUTION = mitai, YEAR = {1990}, TYPE = {A.I. Memo}, NUMBER = {1168} } @article{PogGir90a, author = "T. Poggio and F. Girosi", title = "Regularization algorithms for learning that are equivalent to multilayer networks", journal = "Science", year = 1990, pages = "978--982", volume = "247" } @article{PogGir90aa, author = "T. Poggio and F. Girosi", title = "Regularization algorithms for learning that are equivalent to multilayer networks", journal = "Science", year = {1990a}, pages = "978--982", volume = "247" } @ARTICLE{PogGir90b, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {Networks for Approximation and Learning}, JOURNAL= {Proceedings of the {IEEE}}, VOLUME = {78}, NUMBER = {9}, YEAR = {1990}, MONTH = {September} } @article{PogGir90bb, author = "T. Poggio and F. Girosi", title = "Regularization algorithms for learning that are equivalent to multilayer networks", journal = "Science", year = {1990b}, pages = "978--982", volume = "247" } @article{PogGir90c, author = "T. Poggio and F. Girosi", title = "Regularization algorithms for learning that are equivalent to multilayer networks", journal = "Science", year = {1990c}, pages = "978--982", volume = "247" } @ARTICLE{PogGir90ieee, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {Networks for Approximation and Learning}, JOURNAL= {Proceedings of the {IEEE}}, VOLUME = {78}, NUMBER = {9}, YEAR = {1990}, MONTH = {September} } @INCOLLECTION{PogGir92, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {{Networks for Approximation and Learning}}, BOOKTITLE = {{Foundations of Neural Networks}}, PUBLISHER = {IEEE Press}, YEAR = {1992}, EDITOR = {C. Lau}, PAGES = {91-106}, ADDRESS = {Piscataway, NJ} } @INPROCEEDINGS{PogGir93, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {{Learning Algorithms and Network Architectures}}, BOOKTITLE = {{Brain Theory: Spatio-Temporal Aspects of Brain Function}}, YEAR = {1993}, EDITOR = {A. Aertsen and W. von Seelen}, PAGES = {29-49}, ORGANIZATION = {Trento Conference, 1992}, PUBLISHER = {Elsevier Science Publishers}, ADDRESS = {Amsterdam} } @INPROCEEDINGS{PogGir93-dahlem, AUTHOR = {T. Poggio and F. Girosi}, TITLE = {{Learning Algorithms and Network Architectures}}, BOOKTITLE = {{Exploring Brain Functions: Models in Neuroscience}}, YEAR = {1993}, EDITOR = {T. Poggio and D. Glaser}, PAGES = {77-96}, ORGANIZATION = {Dahlem Conference}, PUBLISHER = {John Wiley \& Sons}, ADDRESS = {New York, NY} } @INPROCEEDINGS{PogGirJon93, AUTHOR = {T. Poggio and F. Girosi and M. Jones}, TITLE = {From regularization to radial, tensor and additive splines}, BOOKTITLE = {Neural networks for signal processing III, Proceedings of the 1993 {IEEE-SP} Workshop}, YEAR = {1993}, EDITOR = {C.A. Kamm et al.}, PAGES = {3--9}, ORGANIZATION = {IEEE Signal Processing Society}, PUBLISHER = {The Institute of Electrical and Electronics Engineers}, ADDRESS = {New York} } @INPROCEEDINGS{PogGirJon93a, AUTHOR = {T. Poggio and F. Girosi and M. Jones}, TITLE = {From regularization to radial, tensor and additive splines}, BOOKTITLE = {Proceedings of the 1993 International Joint Conference on Neural Networks}, YEAR = {1993}, PAGES = {223-227}, ADDRESS = {Nagoya, Japan}, MONTH = {October 25--29} } @TECHREPORT{PogHur93, AUTHOR = {T. Poggio and A. Hurlbert}, TITLE = {Observation on Cortical Mechanisms for Object Recognition and Learning}, INSTITUTION = mitai, YEAR = {1993}, TYPE = {AI Memo No.}, NUMBER = {1404}, MONTH = {December}, } @incollection{PogHurl93, author = "T. Poggio and A. Hurlbert", title = "Observation on Cortical Mechanisms for Object Recognition and Learning", booktitle = "Large-scale Neuronal Theories of the Brain", editor = "C. Koch and J. Davis", year = "In press" } @techreport{PogKoc84, author = "T. Poggio and C. Koch", title = "An analog model of computation for the ill-posed problems of early vision", type = "A.I. Memo No.", number = 783, institution = mitai, year = 1984 } @incollection{PogTor78, author = "T. Poggio and V. Torre", year = 1978, title = "A theory of synaptic interactions", booktitle = "Theoretical approaches in neurobiology", pages = "28--38", editor = "W.E. Reichardt and T. Poggio", address = "Cambridge, MA", publisher = "The M.I.T Press" } @article{PogTorKoc85, author = "T. Poggio and V. Torre and C. Koch", title = "Computational Vision and Regularization Theory", journal = "Nature", volume = 317, year = 1985, pages = "314--319" } @TECHREPORT{PogVerTor91, AUTHOR = {T. Poggio and A. Verri and V. Torre}, TITLE = {Green theorems and qualitative properties of the optical flow}, INSTITUTION = mitai, YEAR = {1991}, TYPE = "A.I. Memo No.", NUMBER = {1289} } @TECHREPORT{PogVet92, AUTHOR = {T. Poggio and T. Vetter}, TITLE = {Recognition and structure from one {2D} model view: observations on prototypes, object classes and symmetries}, INSTITUTION = mitai, YEAR = {1992}, TYPE = "A.I. Memo No.", NUMBER = {1347} } @ARTICLE{PogVooYui88, AUTHOR = {T. Poggio and H. Voorhees and A. Yuille}, TITLE = {A regularized solution to edge detection}, JOURNAL= {Journal of Complexity}, YEAR = {1988}, VOLUME = {4}, PAGES = {106--123} } @article{Poggio75, author = "T. Poggio", year = 1975, title = "On Optimal Nonlinear Associative Recall", journal = biocyb, volume = 19, pages = "201--209" } @incollection{Poggio82, author = "T. Poggio", year = 1982, title = "Visual Algorithms", booktitle = "Physical and Biological Processing of Images", editor = "O. J. Braddick and A. C. Sleigh", address = "Berlin", publisher = "Springer--Verlag", pages = "128--153" } @techreport{Poggio90, author = "T. 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