Tomaso A. Poggio
Affiliations: | Massachusetts Institute of Technology, Cambridge, MA, United States |
Area:
ComputationWebsite:
http://cbcl.mit.edu/people/poggio/poggio-new.htmGoogle:
"Tomaso Poggio"Bio:
Tomaso A. Poggio, is the Eugene McDermott Professor at the Department of Brain and Cognitive Sciences; Co-Director, Center for Biological and Computational Learning; Member for the last 27 years of the Computer Science and Artificial Intelligence Laboratory at MIT; since 2000, member of the faculty of the McGovern Institute for Brain Research.
Prof. Poggio is one of the founders of computational neuroscience. He pioneered models of the fly’s visual system and of human stereovision, introduced regularization theory to computational vision, made key contributions to the biophysics of computation and to learning theory, developed an influential model of recognition in the visual cortex.
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Cross-listing: Neurotree
Parents
Sign in to add mentor| Antonio Borsellino | grad student | 1970 | Università degli Studi di Genova (Neurotree) | |
| (PhD Dissertation: On Holographic Models of Memory) | ||||
| David Marr | research scientist | 1971-1981 | MIT (Neurotree) | |
| Werner Reichardt | research scientist | 1971-1981 | MPI Tuebingen (Neurotree) | |
Children
Sign in to add trainee| G. Rodrigo Sigala A. | research assistant | MIT-Picower Institute for Learning and Memory (Neurotree) | |
| Angela J. Yu | research assistant | 1998-2000 | Brain and Cognitive Science, MIT (Neurotree) |
| Nikon A. Rasumov | research assistant | 2007-2007 | Brain and Cognitive Science, MIT (Neurotree) |
| Luke Arend | research assistant | 2017-2018 | MIT (Neurotree) |
| Emanuela Bricolo | grad student | (Neurotree) | |
| Theodoros Evgeniou | grad student | MIT | |
| Lyle J. GRAHAM | grad student | CNRS, France (Neurotree) | |
| Leyla Isik | grad student | (Neurotree) | |
| Pawan Sinha | grad student | MIT (Neurotree) | |
| Stanley Michael Bileschi | grad student | 2000- | MIT (Neurotree) |
| Christof Koch | grad student | 1982 | Universität Tübingen (Neurotree) |
| Anya Hurlbert | grad student | 1989 | MIT (Neurotree) |
| Thomas M. Breuel | grad student | 1986-1992 | MIT (Neurotree) |
| Partha Niyogi | grad student | 1995 | MIT |
| Max Riesenhuber | grad student | 2000 | MIT (Neurotree) |
| Sayan Mukherjee | grad student | 2001 | MIT |
| Gene W. Yeo | grad student | 2004 | MIT (Neurotree) |
| Charles F. Cadieu | grad student | 2004-2005 | MIT (Neurotree) |
| Alexander Rakhlin | grad student | 2006 | MIT (Neurotree) |
| Sanmay Das | grad student | 2001-2006 | MIT |
| Thomas Serre | grad student | 2001-2006 | MIT (Neurotree) |
| Ethan Meyers | grad student | 2004-2010 | MIT (Neurotree) |
| Ulf Knoblich | grad student | 2003-2011 | MIT (Neurotree) |
| Cheston Tan | grad student | 2006-2012 | MIT (Neurotree) |
| Joel Z. Leibo | grad student | 2013 | MIT (Neurotree) |
| Heinrich H. Buelthoff | post-doc | MIT | |
| Martin A. Giese | post-doc | Brain and Cognitive Science, MIT (Neurotree) | |
| Gabriel Kreiman | post-doc | MIT (Neurotree) | |
| Lorenzo Rosasco | post-doc | MIT | |
| Amnon Shashua | post-doc | MIT (Computer Science Tree) | |
| Alessandro Verri | post-doc | MIT (Neurotree) | |
| Daphna Weinshall | post-doc | MIT (Neurotree) | |
| Thomas Serre | post-doc | 2006- | MIT (Neurotree) |
| Arturo Deza | post-doc | 2020- | MIT (Neurotree) |
| Christof Koch | post-doc | 1982-1984 | MIT (Neurotree) |
| Andrew Parker | post-doc | 1984-1985 | MIT (Neurotree) |
| James J. Little | post-doc | 1985-1988 | MIT (Computer Science Tree) |
| Hanspeter A. Mallot | post-doc | 1986-1988 | MIT (Neurotree) |
| Shimon Edelman | post-doc | 1990-1991 | MIT (Neurotree) |
| Davide Zoccolan | post-doc | 2003-2006 | MIT (Neurotree) |
| Sang Wan Lee | post-doc | 2010-2011 | MIT (Neurotree) |
| Tony Ezzat | research scientist | MIT | |
| Minjoon Kouh | research scientist | 2001-2007 | MIT (Neurotree) |
Collaborators
Sign in to add collaborator| mark Stephen Alfano | collaborator | MIT (Neurotree) | |
| Francis Harry Compton Crick | collaborator | MIT (Neurotree) | |
| Robert Desimone | collaborator | MIT (Neurotree) | |
| Manfred Fahle | collaborator | MIT (Neurotree) | |
| David J. Freedman | collaborator | MIT (Neurotree) | |
| Nikos K. Logothetis | collaborator | MIT (Neurotree) | |
| Stephen Smale | collaborator | MIT | |
| Vincent Torre | collaborator | MIT | |
| Shimon Ullman | collaborator | MIT (Neurotree) | |
| Alessandro Verri | collaborator | MIT (Neurotree) | |
| Chou P. Hung | collaborator | 2002- | MIT (Neurotree) |
| David L. Sheinberg | collaborator | 2008- | MIT (Neurotree) |
| Dirk B. Walther | collaborator | 2000-2006 | MIT (Neurotree) |
BETA: Related publications
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Publications
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| Han Y, Roig G, Geiger G, et al. (2020) Scale and translation-invariance for novel objects in human vision. Scientific Reports. 10: 1411 |
| Han Y, Roig G, Geiger G, et al. (2019) Properties of invariant object recognition in human one-shot learning suggests a hierarchical architecture different from deep convolutional neural networks Journal of Vision. 19 |
| Anselmi F, Evangelopoulos G, Rosasco L, et al. (2019) Symmetry-adapted representation learning Pattern Recognition. 86: 201-208 |
| Tacchetti A, Isik L, Poggio TA. (2018) Invariant Recognition Shapes Neural Representations of Visual Input. Annual Review of Vision Science |
| Tacchetti A, Isik L, Poggio T. (2017) Invariant recognition drives neural representations of action sequences. Plos Computational Biology. 13: e1005859 |
| Isik L, Tacchetti A, Poggio TA. (2017) A fast, invariant representation for human action in the visual system. Journal of Neurophysiology. jn.00642.2017 |
| Roig G, Chen F, Boix X, et al. (2017) Eccentricity Dependent Deep Neural Networks for Modeling Human Vision Journal of Vision. 17: 808-808 |
| Han Y, Roig G, Geiger G, et al. (2017) On the Human Visual System Invariance to Translation and Scale Journal of Vision. 17: 471-471 |
| Poggio TA, Mhaskar H, Rosasco L, et al. (2017) Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review International Journal of Automation and Computing. 14: 503-519 |
| Leibo JZ, Liao Q, Anselmi F, et al. (2016) View-Tolerant Face Recognition and Hebbian Learning Imply Mirror-Symmetric Neural Tuning to Head Orientation. Current Biology : Cb |