| Emergence of simple-cell receptive field properties by learning a sparse code for natural images BA Olshausen, DJ Field Nature 381 (6583), 607-609, 1996 | 7526 | 1996 |
| Sparse coding with an overcomplete basis set: A strategy employed by V1? BA Olshausen, DJ Field Vision research 37 (23), 3311-3325, 1997 | 4789 | 1997 |
| Natural image statistics and neural representation EP Simoncelli, BA Olshausen Annual review of neuroscience 24 (1), 1193-1216, 2001 | 2964 | 2001 |
| Sparse coding of sensory inputs BA Olshausen, DJ Field Current opinion in neurobiology 14 (4), 481-487, 2004 | 1826 | 2004 |
| A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information BA Olshausen, CH Anderson, DC Van Essen Journal of Neuroscience 13 (11), 4700-4719, 1993 | 1316 | 1993 |
| Tent: Fully test-time adaptation by entropy minimization D Wang, E Shelhamer, S Liu, B Olshausen, T Darrell arXiv preprint arXiv:2006.10726, 2020 | 994 | 2020 |
| Natural image statistics and efficient coding BA Olshausen, DJ Field Network: computation in neural systems 7 (2), 333, 1996 | 846 | 1996 |
| Do we know what the early visual system does? M Carandini, JB Demb, V Mante, DJ Tolhurst, Y Dan, BA Olshausen, ... Journal of Neuroscience 25 (46), 10577-10597, 2005 | 802 | 2005 |
| Shape perception reduces activity in human primary visual cortex SO Murray, D Kersten, BA Olshausen, P Schrater, DL Woods Proceedings of the National Academy of Sciences 99 (23), 15164-15169, 2002 | 644 | 2002 |
| How close are we to understanding V1? BA Olshausen, DJ Field Neural computation 17 (8), 1665-1699, 2005 | 558 | 2005 |
| Sparse coding via thresholding and local competition in neural circuits CJ Rozell, DH Johnson, RG Baraniuk, BA Olshausen Neural computation 20 (10), 2526-2563, 2008 | 531 | 2008 |
| Probabilistic framework for the adaptation and comparison of image codes MS Lewicki, BA Olshausen JOSA A 16 (7), 1587-1601, 1999 | 409 | 1999 |
| Probabilistic models of the brain: Perception and neural function RPN Rao, BA Olshausen, MS Lewicki MIT press, 2002 | 336 | 2002 |
| Timecourse of neural signatures of object recognition JS Johnson, BA Olshausen Journal of vision 3 (7), 4-4, 2003 | 299 | 2003 |
| Learning sparse codes for hyperspectral imagery AS Charles, BA Olshausen, CJ Rozell IEEE Journal of Selected Topics in Signal Processing 5 (5), 963-978, 2011 | 241 | 2011 |
| Discovering hidden factors of variation in deep networks B Cheung, JA Livezey, AK Bansal, BA Olshausen arXiv preprint arXiv:1412.6583, 2014 | 225 | 2014 |
| Processing shape, motion and three-dimensional shape-from-motion in the human cortex SO Murray, BA Olshausen, DL Woods Cerebral cortex 13 (5), 508-516, 2003 | 181 | 2003 |
| Data sharing for computational neuroscience JL Teeters, KD Harris, KJ Millman, BA Olshausen, FT Sommer Neuroinformatics 6, 47-55, 2008 | 152 | 2008 |
| High-dimensional computing as a nanoscalable paradigm A Rahimi, S Datta, D Kleyko, EP Frady, B Olshausen, P Kanerva, ... IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2508-2521, 2017 | 151 | 2017 |
| Vision and the coding of natural images: The human brain may hold the secrets to the best image-compression algorithms BA Olshausen, DJ Field American Scientist 88 (3), 238-245, 2000 | 149 | 2000 |
