Sotabase

Career

· Investigator, McGovern Institute for Brain Research2000–
· Eugene McDermott Professor, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology (MIT)1981–
· Wissenschaftlicher Assistant, Max Planck Institute for Biological Cybernetics1972–1981
· Ph.D. in Theoretical Physics, University of Genoa1970–1971
· Investigator, MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)

Publications (1370)

HMDB: A large video database for human motion recognition
Vision · 2011
4,154
cited
Networks for approximation and learning
Proceedings of the IEEE · 1990
3,750
cited
Hierarchical models of object recognition in cortex
Nature Neuroscience · 1999
3,656
cited
Face Recognition: Features Versus Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1993
2,888
cited
Prediction of central nervous system embryonal tumour outcome based on gene expression
Nature · 2002
2,442
cited
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998
2,147
cited
Multiclass cancer diagnosis using tumor gene expression signatures
Proceedings of the National Academy of Sciences of the United States of America · 2001
2,136
cited
Robust Object Recognition with Cortex-Like Mechanisms
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007
1,851
cited
A general framework for object detection
Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271) · 1998
1,760
cited
Computational vision and regularization theory
Nature · 1985
1,642
cited
Regularization Theory and Neural Networks Architectures
Neural Computation · 1995
1,541
cited
Incremental and Decremental Support Vector Machine Learning
Neural Information Processing Systems · 2000
1,418
cited
Cooperative computation of stereo disparity.
Science · 1976
1,372
cited
Regularization Networks and Support Vector Machines
Advances in Computational Mathematics · 2000
1,331
cited
Holographic Embeddings of Knowledge Graphs
AAAI Conference on Artificial Intelligence · 2015
1,254
cited
Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks
Science · 1990
1,192
cited
Feature Selection for SVMs
Neural Information Processing Systems · 2000
1,181
cited
Example-Based Object Detection in Images by Components
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001
1,175
cited
A computational theory of human stereo vision.
Proceedings of the Royal Society of London. Series B, Biological sciences · 1979
1,124
cited
Categorical representation of visual stimuli in the primate prefrontal cortex.
Science · 2001
1,087
cited
Sotabase