Tomaso Armando Poggio (born 1947, Genoa, Italy), is the Eugene McDermott professor in the Department of Brain and Cognitive Sciences, an investigator at the McGovern Institute for Brain Research, a member of the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) and the director of the Center for Biological and Computational Learning at MIT.
Born in Genoa, Italy, and educated at Istituto Arecco, Tomaso Poggio completed his doctorate in physics at the University of Genoa and received his degree in Theoretical Physics under professor A. Borsellino.
His interdisciplinary research on the problem of intelligence, between brains and computers, started at the Max Planck Institute in Tuebingen, Germany in collaborations with Werner E. Reichardt, David C. Marr and Francis H.C. Crick, among others. He has made contributions to learning theory, to the computational theory of vision, to the understanding of the fly's visual system, and to the biophysics of computation. His recent work is focused on computational neuroscience in close collaboration with several physiology labs, trying to answer the questions of how our visual system learns to see and recognize scenes and objects.
Poggio is an honorary member of the Neuroscience Research Program, a member of the American Academy of Arts and Sciences and a founding fellow of AAAI. He received the Laurea Honoris Causa from the University of Pavia in 2000, the 2003 Gabor Award, the 2009 Okawa prize , and named in 2009 a Fellow of the American Association for the Advancement of Science (AAAS) for “distinguished contributions to computational neuroscience, in particular, computational vision learning and regularization theory, biophysics of computation and models of recognition in the visual cortex.” He is one of the most cited computational neuroscientists. A former corporate fellow of Thinking Machines Corporation, he was involved in starting several other high tech companies.
- A feedforward architecture accounts for rapid categorization. Serre T, Oliva A, Poggio T. Proceedings of the National Academy of Sciences of the United States of America. 2007 Apr 10;104(15):6424-9.
- The Center for Biological and Computational Learning (CBCL) at MIT
- McGovern Institute for Brain Research at MIT
- Current Curriculum Vitae (short version)
- BBC: Visions of the Future - February 29, 2008 - This is part of the excellent BBC series entitled "visions of the future". This short clip (3min) here shows work performed at CBCL (MIT) about a computational neuroscience model of the ventral stream of the visual cortex. The story here focuses on recent work by Serre, Oliva and Poggio on comparing the performance of the model to human observers during a rapid object categorization task.
- video demonstration of automatic classification of mouse behavior based on algorithm developed by Serre, Poggio and their colleagues.
- THE DISCOVERY CHANNEL [Toronto, Canada] by Jennifer Scott (June 17, 2002): Video:Science, Lies & Videotape - Tony Ezzat and Tomaso Poggio.
- NBC TODAY SHOW with Katie Couric (May 20, 2002): Video:* (100 kbit/s) (300 kbit/s) - Tony Ezzat and Tomaso Poggio.
- NIPS 2007 Tutorial: Visual Recognition in Primates and Machines
- "Mimicking How the Brain Recognizes Street Scenes", California Science & Technology News, Posted on February 6, 2007
- Machine Learning, AI Magazine Volume 20 Number 3 (1999) (© AAAI)
- Interview with Dr. Poggio
- Paper Abstracts