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 |
0.597 |
|
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 |
0.547 |
|
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 |
0.582 |
|
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 |
0.574 |
|
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 |
0.679 |
|
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 |
0.609 |
|
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 |
0.583 |
|
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 |
0.616 |
|
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 |
0.768 |
|
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 |
0.734 |
|
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 |
0.745 |
|
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 |
0.699 |
|
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 |
0.335 |
|
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 |
0.757 |
|
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 |
0.6 |
|
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 |
0.733 |
|
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 |
0.701 |
|
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 |
0.716 |
|
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 |
0.487 |
|
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 |
0.474 |
|
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 |
0.517 |
|
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 |
0.516 |
|
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 |
0.537 |
|
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 |
0.674 |
|
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 |
0.446 |
|
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 |
0.463 |
|
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 |
0.547 |
|
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 |
0.361 |
|
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 |
0.591 |
|
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 |
0.581 |
|
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 |
0.552 |
|
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 |
|
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