☰

Bruno A. Olshausen - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA, United States 
 University of California, Davis, Davis, CA 
Area:
Computation & Theory
Website:
http://redwood.ucdavis.edu/bruno/
Tree Info Grants Similar researchers PubMed Report error

65 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
2023 Kymn CJ, Kleyko D, Frady EP, Bybee C, Kanerva P, Sommer FT, Olshausen BA. Computing with Residue Numbers in High-Dimensional Representation. Arxiv. PMID 37986727  0.598
2023 Bybee C, Kleyko D, Nikonov DE, Khosrowshahi A, Olshausen BA, Sommer FT. Efficient optimization with higher-order ising machines. Nature Communications. 14: 6033. PMID 37758716 DOI: 10.1038/s41467-023-41214-9  0.548
2023 Kleyko D, Bybee C, Huang PC, Kymn CJ, Olshausen BA, Frady EP, Sommer FT. Efficient Decoding of Compositional Structure in Holistic Representations. Neural Computation. 1-28. PMID 37187162 DOI: 10.1162/neco_a_01590  0.583
2023 Zador A, Escola S, Richards B, Ölveczky B, Bengio Y, Boahen K, Botvinick M, Chklovskii D, Churchland A, Clopath C, DiCarlo J, Ganguli S, Hawkins J, Körding K, Koulakov A, ... ... Olshausen B, et al. Catalyzing next-generation Artificial Intelligence through NeuroAI. Nature Communications. 14: 1597. PMID 36949048 DOI: 10.1038/s41467-023-37180-x  0.66
2022 Kleyko D, Davies M, Frady EP, Kanerva P, Kent SJ, Olshausen BA, Osipov E, Rabaey JM, Rachkovskij DA, Rahimi A, Sommer FT. Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 110: 1538-1571. PMID 37868615  0.575
2022 DuTell V, Gibaldi A, Focarelli G, Olshausen BA, Banks MS. High-fidelity eye, head, body, and world tracking with a wearable device. Behavior Research Methods. PMID 35879503 DOI: 10.3758/s13428-022-01888-3  0.718
2022 Fang MY, Mudigonda M, Zarcone R, Khosrowshahi A, Olshausen BA. Learning and Inference in Sparse Coding Models With Langevin Dynamics. Neural Computation. 34: 1676-1700. PMID 35798329 DOI: 10.1162/neco_a_01505  0.684
2020 Paiton DM, Frye CG, Lundquist SY, Bowen JD, Zarcone R, Olshausen BA. Selectivity and robustness of sparse coding networks. Journal of Vision. 20: 10. PMID 33237290 DOI: 10.1167/jov.20.12.10  0.708
2020 Frady EP, Kent SJ, Olshausen BA, Sommer FT. Resonator Networks, 1: An Efficient Solution for Factoring High-Dimensional, Distributed Representations of Data Structures. Neural Computation. 1-21. PMID 33080162 DOI: 10.1162/neco_a_01331  0.61
2020 Kent SJ, Frady EP, Sommer FT, Olshausen BA. Resonator Networks, 2: Factorization Performance and Capacity Compared to Optimization-Based Methods. Neural Computation. 1-57. PMID 33080160 DOI: 10.1162/neco_a_01329  0.584
2020 Anderson AG, Ratnam K, Roorda A, Olshausen BA. High-acuity vision from retinal image motion. Journal of Vision. 20: 34. PMID 32735342 DOI: 10.1167/Jov.20.7.34  0.349
2020 Zarcone RV, Engel JH, Burc Eryilmaz S, Wan W, Kim S, BrightSky M, Lam C, Lung HL, Olshausen BA, Philip Wong H-. Analog Coding in Emerging Memory Systems. Scientific Reports. 10: 6831. PMID 32322007 DOI: 10.1038/S41598-020-63723-Z  0.308
2017 Olshausen BA, Rozell CJ. Neuromorphic computation: Sparse codes from memristor grids. Nature Nanotechnology. PMID 28530716 DOI: 10.1038/Nnano.2017.112  0.617
2017 Rahimi A, Datta S, Kleyko D, Frady EP, Olshausen B, Kanerva P, Rabaey JM. High-Dimensional Computing as a Nanoscalable Paradigm Ieee Transactions On Circuits and Systems I: Regular Papers. 64: 2508-2521. DOI: 10.1109/Tcsi.2017.2705051  0.352
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  0.773
2013 Zhu M, Stevenson I, Köster U, Gray CM, Olshausen BA, Rozell CJ. Sparse coding model captures V1 population response statistics to natural movies Bmc Neuroscience. 14: P334. DOI: 10.1186/1471-2202-14-S1-P334  0.767
2013 Olshausen BA. Highly overcomplete sparse coding Proceedings of Spie - the International Society For Optical Engineering. 8651. DOI: 10.1117/12.2013504  0.387
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  0.622
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  0.752
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  0.777
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  0.735
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  0.744
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  0.337
2010 Olshausen BA, Deweese MR. Applied mathematics: The statistics of style. Nature. 463: 1027-8. PMID 20182498 DOI: 10.1038/4631027a  0.615
2010 Olshausen B, Cadieu C. Learning invariant and variant components of time-varying natural images Journal of Vision. 7: 964-964. DOI: 10.1167/7.9.964  0.741
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  0.701
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.  0.757
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  0.752
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  0.327
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  0.336
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.  0.714
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.  0.762
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.  0.799
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  0.758
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  0.601
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  0.734
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  0.768
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  0.702
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  0.717
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  0.489
2005 Olshausen BA, Field DJ. How close are we to understanding v1? Neural Computation. 17: 1665-99. PMID 15969914 DOI: 10.1162/0899766054026639  0.467
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  0.476
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  0.555
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  0.518
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  0.517
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  0.538
2003 Olshausen B, Reinagel P. Sensory coding in the natural environment Network: Computation in Neural Systems. 14: i-ii. DOI: 10.1088/0954-898X_14_3_001  0.316
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  0.675
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  0.448
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  0.464
2002 Olshausen BA. Sparse coding of time-varying natural images Journal of Vision. 2: 130a. DOI: 10.1167/2.7.130  0.355
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  0.532
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  0.398
2000 Olshausen BA, Field DJ. Vision and the coding of natural images American Scientist. 88: 238-245. DOI: 10.1511/2000.3.238  0.538
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. DOI: 10.1364/Josaa.16.001587  0.423
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  0.548
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  0.599
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 DOI: 10.1162/Neco.1996.8.3.545  0.36
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  0.592
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. DOI: 10.1117/12.238708  0.582
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. DOI: 10.1117/12.238706  0.513
1996 Olshausen BA, Field DJ. Relations between the "association field" and the statistics of natural scenes Investigative Ophthalmology and Visual Science. 37: S517.  0.369
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.  0.457
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  0.553
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 DOI: 10.1523/Jneurosci.13-11-04700.1993  0.558
Show low-probability matches.