2011 · International Conference on Computer Vision
HMDB: A large video database for human motion recognition
3,985 citationsRead
Most cited
729 papers in total1999 · Nature Neuroscience
Hierarchical models of object recognition in cortex
3,335 citationsRead
1990 · Proceedings of the IEEE
Networks for approximation and learning
3,270 citationsRead
1993 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Face recognition: features versus templates
2,449 citationsRead
2002 · Nature
Prediction of central nervous system embryonal tumour outcome based on gene expression
2,381 citationsRead
2001 · Proceedings of the National Academy of Sciences
Multiclass cancer diagnosis using tumor gene expression signatures
2,030 citationsRead
Newest first
729 papers in total2021
- Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis WorkflowsIEEE Signal Processing Magazine · 156 citations
2020
- Theoretical issues in deep networksProceedings of the National Academy of Sciences · 165 citations
2017
- Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A reviewMachine Intelligence Research · 564 citations
- Automated fault detection without seismic processingThe Leading Edge · 262 citations
- When and Why Are Deep Networks Better Than Shallow Ones?Proceedings of the AAAI Conference on Artificial Intelligence · 174 citations
- Fisher-Rao Metric, Geometry, and Complexity of Neural NetworksarXiv (Cornell University) · 111 citations
2016
- Holographic Embeddings of Knowledge GraphsAAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 893 citations
- Deep vs. shallow networks: An approximation theory perspectiveAnalysis and Applications · 339 citations
- Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual CortexarXiv (Cornell University) · 177 citations
- Learning Functions: When Is Deep Better Than ShallowarXiv (Cornell University) · 103 citations
- How Important Is Weight Symmetry in Backpropagation?Proceedings of the AAAI Conference on Artificial Intelligence · 92 citations
- View-Tolerant Face Recognition and Hebbian Learning Imply Mirror-Symmetric Neural Tuning to Head OrientationCurrent Biology · 53 citations
- Visual Cortex and Deep NetworksThe MIT Press eBooks · 50 citations
- Visual Cortex and Deep Networks: Learning Invariant Representations50 citations
2015
- Learning with a Wasserstein LossarXiv (Cornell University) · 354 citations
- Foveation-based Mechanisms Alleviate Adversarial ExamplesarXiv (Cornell University) · 136 citations
- Unsupervised learning of invariant representationsTheoretical Computer Science · 88 citations
2013
- The dynamics of invariant object recognition in the human visual systemJournal of Neurophysiology · 274 citations
- Unsupervised Learning of Invariant Representations in Hierarchical ArchitecturesarXiv (Cornell University) · 62 citations
2012
- The Levels of Understanding Framework, RevisedPerception · 65 citations
2011
- Object decoding with attention in inferior temporal cortexProceedings of the National Academy of Sciences · 144 citations
2010
- Automated home-cage behavioural phenotyping of miceNature Communications · 277 citations
- What and where: A Bayesian inference theory of attentionVision Research · 202 citations
- Prefrontal Cortex Activity during Flexible CategorizationJournal of Neuroscience · 153 citations
- CNS: a GPU-based framework for simulating cortically-organized networksDSpace@MIT (Massachusetts Institute of Technology) · 83 citations
- A neuromorphic approach to computer visionCommunications of the ACM · 59 citations
2009
- Mathematics of the Neural ResponseFoundations of Computational Mathematics · 53 citations
2008
- Dynamic Population Coding of Category Information in Inferior Temporal and Prefrontal CortexJournal of Neurophysiology · 430 citations
- A Canonical Neural Circuit for Cortical Nonlinear OperationsNeural Computation · 165 citations
- Localized spectro-temporal cepstral analysis of speechIEEE International Conference on Acoustics Speech and Signal Processing · 53 citations
Research in numbers
From OpenAlex- article139
- conference paper29
- preprint10
- report7
- review5
- DSpace@MIT (Massachusetts Institute of Technology)11
- Science8
- IEEE Transactions on Pattern Analysis and Machine Intelligence8
- Nature8
- International Journal of Computer Vision7
- T. Serre18
- Christof Koch13
- Maximilian Riesenhuber12
- Federico Girosi11
- Massimiliano Pontil11
Experience and education
Universities
2012University of British Columbia
2001Harvard University
1997Hebrew University of Jerusalem
Industry and labs
2001 to 2022McGovern Institute for Brain Research
2016Agency for Science, Technology and Research
2001Brigham and Women's Hospital
2001Memorial Sloan Kettering Cancer Center
1994National Bureau of Economic Research
1994U.S. National Science Foundation
1972 to 1992Max Planck Society