Bruno A. Olshausen - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA 
 University of California, Davis, Davis, CA 
Area:
Computation & Theory
Website:
http://redwood.ucdavis.edu/bruno/

70 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Olshausen BA, Rozell CJ. Neuromorphic computation: Sparse codes from memristor grids. Nature Nanotechnology. PMID 28530716 DOI: 10.1038/nnano.2017.112  1
2015 Engel JH, Eryilmaz SB, Kim S, BrightSky M, Lam C, Lung HL, Olshausen BA, Wong HSP. Capacity optimization of emerging memory systems: A shannon-inspired approach to device characterization Technical Digest - International Electron Devices Meeting, Iedm. 2015: 29.4.1-29.4.4. DOI: 10.1109/IEDM.2014.7047134  1
2014 Köster U, Sohl-Dickstein J, Gray CM, Olshausen BA. Modeling higher-order correlations within cortical microcolumns. Plos Computational Biology. 10: e1003684. PMID 24991969 DOI: 10.1371/journal.pcbi.1003684  1
2014 Lewicki MS, Olshausen BA, Surlykke A, Moss CF. Scene analysis in the natural environment. Frontiers in Psychology. 5: 199. PMID 24744740 DOI: 10.3389/fpsyg.2014.00199  1
2013 Olshausen BA. Highly overcomplete sparse coding Proceedings of Spie - the International Society For Optical Engineering. 8651. DOI: 10.1117/12.2013504  1
2013 Köster U, Olshausen B, Gray C. Modeling neural population data Conference Record - Asilomar Conference On Signals, Systems and Computers. 358-361. DOI: 10.1109/ACSSC.2013.6810295  1
2012 Cadieu CF, Olshausen BA. Learning intermediate-level representations of form and motion from natural movies. Neural Computation. 24: 827-66. PMID 22168556 DOI: 10.1162/NECO_a_00247  1
2011 Tošić I, Olshausen BA, Culpepper BJ. Learning sparse representations of depth Ieee Journal On Selected Topics in Signal Processing. 5: 941-952. DOI: 10.1109/JSTSP.2011.2158063  1
2011 Charles AS, Olshausen BA, Rozell CJ. Learning sparse codes for hyperspectral imagery Ieee Journal On Selected Topics in Signal Processing. 5: 963-978. DOI: 10.1109/JSTSP.2011.2149497  1
2011 Culpepper BJ, Sohl-Dickstein J, Olshausen BA. Building a better probabilistic model of images by factorization Proceedings of the Ieee International Conference On Computer Vision. 2011-2017. DOI: 10.1109/ICCV.2011.6126473  1
2011 Wang CM, Shol-Dickstein J, Tošić I, Olshausen BA. Lie group transformation models for predictive video coding Data Compression Conference Proceedings. 83-92. DOI: 10.1109/DCC.2011.93  1
2010 Olshausen BA, Anderson CH. Does the brain de-jitter retinal images? Proceedings of the National Academy of Sciences of the United States of America. 107: 19607-8. PMID 21059962 DOI: 10.1073/pnas.1015709107  1
2010 Olshausen BA, Deweese MR. Applied mathematics: The statistics of style. Nature. 463: 1027-8. PMID 20182498 DOI: 10.1038/4631027a  1
2010 Charles A, Olshausen B, Rozell CJ. Sparse coding for spectral signatures in hyperspectral images Conference Record - Asilomar Conference On Signals, Systems and Computers. 191-195. DOI: 10.1109/ACSSC.2010.5757496  1
2010 Garrigues PJ, Olshausen BA. Group sparse coding with a Laplacian Scale Mixture prior Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2009 Olshausen BA, Cadieu CF, Warland DK. Learning real and complex overcomplete representations from the statistics of natural images Proceedings of Spie - the International Society For Optical Engineering. 7446. DOI: 10.1117/12.825882  1
2009 Abbey CK, Sohl-Dicksteinc JN, Olshausen BA, Eckstein MP, Boone JM. Higher-order scene statistics of breast images Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7263. DOI: 10.1117/12.813797  1
2009 Olshausen BA, Field DJ. What Is the Other 85 Percent of V1 Doing? 23 Problems in Systems Neuroscience. DOI: 10.1093/acprof:oso/9780195148220.003.0010  1
2009 Cadieu CF, Olshausen BA. Learning transformational invariants from natural movies Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 209-216.  1
2009 Culpepper BJ, Olshausen BA. Learning transport operators for image manifolds Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 423-431.  1
2009 Garrigues PJ, Olshausen BA. Learning horizontal connections in a sparse coding model of natural images Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 1
2008 Rozell CJ, Johnson DH, Baraniuk RG, Olshausen BA. Sparse coding via thresholding and local competition in neural circuits. Neural Computation. 20: 2526-63. PMID 18439138 DOI: 10.1162/neco.2008.03-07-486  1
2008 Teeters JL, Harris KD, Millman KJ, Olshausen BA, Sommer FT. Data sharing for computational neuroscience. Neuroinformatics. 6: 47-55. PMID 18259695 DOI: 10.1007/s12021-008-9009-y  1
2008 Goodhill G, Baker C, Balasubramanian V, Bazhenov M, Beck J, Becker S, Bethge M, Boahen K, Boden M, Bonin V, Bouret S, Fairhall A, Flash T, French R, Gillies A, ... ... Olshausen B, et al. Network: Computation in Neural Systems: Editorial Network: Computation in Neural Systems. 19: 1-2. DOI: 10.1080/09548980801915409  1
2007 Olshausen BA, Cadieu C, Culpepper J, Warland DK. Bilinear models of natural images Proceedings of Spie - the International Society For Optical Engineering. 6492. DOI: 10.1117/12.715515  1
2006 Rozell C, Johnson D, Baraniuk R, Olshausen B. Locally competitive algorithms for sparse approximation Proceedings - International Conference On Image Processing, Icip. 4: IV169-IV172. DOI: 10.1109/ICIP.2007.4379981  1
2005 Carandini M, Demb JB, Mante V, Tolhurst DJ, Dan Y, Olshausen BA, Gallant JL, Rust NC. Do we know what the early visual system does? The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 25: 10577-97. PMID 16291931 DOI: 10.1523/JNEUROSCI.3726-05.2005  1
2005 Johnson JS, Olshausen BA. The recognition of partially visible natural objects in the presence and absence of their occluders. Vision Research. 45: 3262-76. PMID 16043208 DOI: 10.1016/j.visres.2005.06.007  1
2005 Olshausen BA, Field DJ. How close are we to understanding v1? Neural Computation. 17: 1665-99. PMID 15969914 DOI: 10.1162/0899766054026639  1
2005 Johnson JS, Olshausen BA. The earliest EEG signatures of object recognition in a cued-target task are postsensory. Journal of Vision. 5: 299-312. PMID 15929653 DOI: 10:1167/5.4.2  1
2005 Trotts I, Olshausen B, Jones E. Neuroanatomical image alignment Proceedings of the Ieee Visualization Conference. 92. DOI: 10.1109/VIS.2005.69  1
2005 Olshausen BA. Network: Computation in Neural System: Editorial Network: Computation in Neural Systems. 16: 119-120. DOI: 10.1080/09548980500483667  1
2005 Anderson CH, Van Essen DC, Olshausen BA. Directed visual attention and the dynamic control of information flow Neurobiology of Attention. 11-17. DOI: 10.1016/B978-012375731-9/50007-0  1
2005 Donoho DL, Mumford D, Olshausen BA. Minds must unite Scientist. 19: 18-19.  1
2004 Barlow HB, Olshausen BA. Convergent evidence for the visual analysis of optic flow through anisotropic attenuation of high spatial frequencies. Journal of Vision. 4: 415-26. PMID 15330709 DOI: 10:1167/4.6.1  1
2004 Olshausen BA, Field DJ. Sparse coding of sensory inputs. Current Opinion in Neurobiology. 14: 481-7. PMID 15321069 DOI: 10.1016/j.conb.2004.07.007  1
2003 Johnson JS, Olshausen BA. Timecourse of neural signatures of object recognition. Journal of Vision. 3: 499-512. PMID 14507255 DOI: 10:1167/3.7.4  1
2003 Liets LC, Olshausen BA, Wang GY, Chalupa LM. Spontaneous activity of morphologically identified ganglion cells in the developing ferret retina. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 23: 7343-50. PMID 12917368  1
2003 Murray SO, Olshausen BA, Woods DL. Processing shape, motion and three-dimensional shape-from-motion in the human cortex. Cerebral Cortex (New York, N.Y. : 1991). 13: 508-16. PMID 12679297 DOI: 10.1093/cercor/13.5.508  1
2003 Sallee P, Olshausen BA. Image denoising using learned overcomplete representations Ieee International Conference On Image Processing. 3: 381-384.  1
2003 Olshausen BA. Learning sparse, overcomplete representations of time-varying natural images Ieee International Conference On Image Processing. 1: 41-44.  1
2003 Sallee P, Olshausen BA. Adapting overcomplete wavelet models to natural images Proceedings of Spie - the International Society For Optical Engineering. 5207: 112-119.  1
2003 Sallee P, Olshausen BA. Learning sparse multiscale image representations Advances in Neural Information Processing Systems 1
2003 Olshausen B, Reinagel P. Sensory coding in the natural environment Network: Computation in Neural Systems. 14: i-ii.  1
2002 Murray SO, Kersten D, Olshausen BA, Schrater P, Woods DL. Shape perception reduces activity in human primary visual cortex. Proceedings of the National Academy of Sciences of the United States of America. 99: 15164-9. PMID 12417754 DOI: 10.1073/pnas.192579399  1
2002 Olshausen BA, O'Connor KN. A new window on sound. Nature Neuroscience. 5: 292-4. PMID 11914717 DOI: 10.1038/nn0402-292  1
2002 Johnson JS, Olshausen BA. Early target related processing in the discrimination of natural objects Journal of Vision. 2: 690a. DOI: 10.1167/2.7.690  1
2002 Murray SO, Olshausen BA, Woods DL. Processing shape, motion, and three-dimensional shape-from-motion in the human cortex Journal of Vision. 2: 303a. DOI: 10.1167/2.7.303  1
2002 Olshausen BA. Sparse coding of time-varying natural images Journal of Vision. 2: 130a. DOI: 10.1167/2.7.130  1
2001 Press WA, Olshausen BA, Van Essen DC. A graphical anatomical database of neural connectivity. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 356: 1147-57. PMID 11545696 DOI: 10.1098/rstb.2001.0907  1
2001 Simoncelli EP, Olshausen BA. Natural image statistics and neural representation. Annual Review of Neuroscience. 24: 1193-216. PMID 11520932 DOI: 10.1146/annurev.neuro.24.1.1193  1
2001 Olshausen BA, Sallee P, Lewicki MS. Learning sparse image codes using a wavelet pyramid architecture Advances in Neural Information Processing Systems 1
2000 Olshausen BA, Jarrod Millman K. Learning sparse, overcomplete image representations Proceedings of Spie - the International Society For Optical Engineering. 4119: 445-452. DOI: 10.1117/12.408632  1
2000 Olshausen BA, Sallee P, Lewicki MS. Learning sparse wavelet codes for natural images Proceedings of Spie - the International Society For Optical Engineering. 4119: 200-207. DOI: 10.1117/12.408604  1
2000 Olshausen BA, Field DJ. Vision and the coding of natural images American Scientist. 88: 238-245.  1
2000 Olshausen BA, Millman KJ. Learning sparse codes with a mixture-of-Graussians prior Advances in Neural Information Processing Systems. 841-847.  1
1999 Wang GY, Olshausen BA, Chalupa LM. Differential effects of apamin- and charybdotoxin-sensitive K+ conductances on spontaneous discharge patterns of developing retinal ganglion cells. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 19: 2609-18. PMID 10087074  1
1999 Lewicki MS, Olshausen BA. Probabilistic framework for the adaptation and comparison of image codes Journal of the Optical Society of America a: Optics and Image Science, and Vision. 16: 1587-1601.  1
1997 Olshausen BA, Field DJ. Sparse coding with an overcomplete basis set: a strategy employed by V1? Vision Research. 37: 3311-25. PMID 9425546 DOI: 10.1016/S0042-6989(97)00169-7  1
1996 Olshausen BA, Field DJ. Natural image statistics and efficient coding. Network (Bristol, England). 7: 333-9. PMID 16754394 DOI: 10.1088/0954-898X/7/2/014  1
1996 Lee CW, Olshausen BA. A nonlinear Hebbian network that learns to detect disparity in random-dot stereograms. Neural Computation. 8: 545-66. PMID 8868567  1
1996 Olshausen BA, Field DJ. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature. 381: 607-9. PMID 8637596 DOI: 10.1038/381607a0  1
1996 Olshausen BA, Field DJ. Relations between the "association field" and the statistics of natural scenes Investigative Ophthalmology and Visual Science. 37: S517.  1
1996 Field DJ, Olshausen B. Insights into visual coding gained from an understanding of the statistics of natural scenes Investigative Ophthalmology and Visual Science. 37: S674.  1
1996 Olshausen BA, Field DJ. Learning efficient linear codes for natural images: the roles of sparseness, overcompleteness, and statistical independence Proceedings of Spie - the International Society For Optical Engineering. 2657: 132-138.  1
1996 Field DJ, Olshausen BA, Brady N. Wavelets, blur, and the sources of variability in the amplitude spectra of natural scenes Proceedings of Spie - the International Society For Optical Engineering. 2657: 108-119.  1
1995 Olshausen BA, Anderson CH, Van Essen DC. A multiscale dynamic routing circuit for forming size- and position-invariant object representations. Journal of Computational Neuroscience. 2: 45-62. PMID 8521279 DOI: 10.1007/BF00962707  1
1993 Olshausen BA, Anderson CH, Van Essen DC. A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 13: 4700-19. PMID 8229193  1
1990 Van Essen D, Olshausen B, Anderson CH, Gallant JtL. Pattern recognition, attention, and information bottlenecks in the primate visual system Proceedings of Spie - the International Society For Optical Engineering. 1473: 17-28.  1
1990 Olshausen BA. Visual motion compensation using a neural shifter circuit Proceedings of the Ieee International Conference On Systems, Man and Cybernetics. 829-831.  1
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