Apologies this page is a bit out of date, I am transitioning to a new system. For a more up to date listing in the meantime please see my neuroscience page or my vision science page.
Research papers:
Rozell CJ, Johnson DH, Baraniuk RG, Olshausen BA (2008). Neural Computation, 20, 2526-2563. (pdf)
Garrigues P, Olshausen BA (2008). In: Advances in Neural Information Processing Systems, 20, J.C. Platt, D. Koller, Y. Singer,
S. Roweis, Eds., MIT Press. pp. 505--512. reprint (pdf)
Olshausen BA, Cadieu C, Culpepper J, Warland DK (2007). SPIE Proceedings vol. 6492: Human Vision Electronic Imaging XII, (B.E. Rogowitz, T.N. Pappas, S.J. Daly, Eds.), Jan 28-Feb 1, 2007, San Jose, California. reprint (pdf)
Johnson JS, Olshausen BA (2005). Vision Research, 45, 3262-3276. reprint (pdf)
Johnson JS, Olshausen BA (2005). Journal of Vision,
5: 299-312. pdf/html
Convergent Evidence for the Visual Analysis of Optic Flow Through Anisotropic
Attenuation of High Spatial Frequencies
Barlow HB, Olshausen BA (2004). Journal of Vision, 4:
415-426. pdf/html
| abstract
Timecourse of Neural Signatures of Object Recognition
Johnson JS, Olshausen BA (2003). Journal of Vision, 3:
499-512. pdf/html
| abstract
Learning Sparse, Overcomplete Representations of Time-Varying Natural
Images
Olshausen BA (2003). IEEE International Conference on Image
Processing. Sept. 14-17, 2003. Barcelona, Spain. reprint
(pdf) | abstract
Learning Sparse Multiscale Image Representations
Sallee P, Olshausen BA (2003). Advances in Neural Information
Processing Systems, 15, S. Becker, S. Thrun, and K. Obermayer,
eds., MIT Press, 2003. pp 1327-1334. reprint (pdf) | abstract
Processing Shape, Motion, and Three-dimensional Shape-from-Motion in
the Human Cortex
Murray SO, Olshausen BA, Woods DL (2003). Cerebral Cortex,
13(5): 508-16. reprint (pdf)
| abstract
Shape Perception Reduces Activity in Human Primary Visual Cortex
Murray SO, Kersten D, Olshausen BA, Schrater P, Woods DL
(2002). Proceedings of the National Academy of Sciences,
99(23): 15164-15169. reprint (pdf) | description
| abstract
Sparse Codes and Spikes
Olshausen BA (2002). In: Probabilistic
Models of the Brain: Perception and Neural Function.
R. P. N. Rao, B. A. Olshausen, and M. S. Lewicki, Eds. MIT Press.
pp. 257-272. reprint (pdf)
| abstract
A Graphical Anatomical Database of Neural Connectivity
Press WA, Olshausen BA, Van Essen DC (2001) Philosophical
Transactions of the Royal Society, London, B, 356, 1147-1157.
reprint (pdf) | abstract
Learning Sparse Image Codes Using a Wavelet Pyramid Architecture
Olshausen BA, Sallee P, Lewicki MS (2001). Advances
in Neural Information Processing Systems, 13: 887-893.
reprint (ps) | abstract
Learning Sparse Codes with a Mixture-of-Gaussians Prior
Olshausen BA, Millman KJ (2000). Advances in Neural Information
Processing Systems, 12, Ed. by S.A. Solla, T.K. Leen, and K.R.
Muller, MIT Press, pp. 841-847. reprint (ps.gz | pdf) |
abstract
Probabilistic Framework for the Adaptation and Comparison of Image Codes
Lewicki MS, Olshausen BA (1999). Journal of the
Optical Society of America, 16(7): 1587-1601. reprint
(pdf) | abstract
Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by
V1?
Olshausen BA, Field DJ (1997). Vision Research, 37:
3311-3325. reprint (pdf)
| abstract
Learning Linear, Sparse, Factorial Codes
Olshausen BA (1996). A.I. Memo 1580, Massachusetts
Institute of Technology. reprint (ps)
| abstract
Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse
Code for Natural Images
Olshausen BA, Field DJ (1996). Nature, 381:
607-609. reprint (pdf)
| abstract
Natural Image Statistics and Efficient Coding
Olshausen BA, Field DJ (1996). Presented at the Workshop on Information
Theory and the Brain , September 4-5, 1995, University of Stirling,
Scotland. Published in Network, 7: 333-339. reprint
(pdf) | abstract
A Nonlinear Hebbian Network that Learns to Detect Disparity in Random-Dot
Stereograms
Lee CW, Olshausen BA (1996). Neural Computation,
8: 545-566. abstract
A Multiscale Routing Circuit for Forming Size- and Position-Invariant
Object Representations
Olshausen BA, Anderson CH, Van Essen DC (1995). The Journal
of Computational Neuroscience, 2, 45-62. abstract
A Neurobiological Model of Visual Attention and Invariant Pattern Recognition
Based on Dynamic Routing of Information
Olshausen BA, Anderson CH, Van Essen DC (1993). The Journal
of Neuroscience, 13(11), 4700-4719. reprint (pdf) | abstract
Pattern Recognition, Attention, and Information Bottlenecks in the Primate
Visual System
Van Essen DC, Olshausen B, Anderson CH, Gallant JL (1991).
In: Proc. SPIE Conf. on Visual Information Processing: From Neurons
to Chips, 1473, p. 17-28. reprint (pdf) | abstract
Review articles:
How Close Are We to Understanding V1?
Olshausen BA, Field DJ (2005) Neural Computation,
17, 1665-1699. pdf
(a previous version of this article was published as a chapter entitled
"What is the other 85% of V1 doing," in 23 Problems in Systems Neuroscience.
T.J. Sejnowski, L. van Hemmen, eds. Oxford University Press.
pdf)
Sparse Coding of Sensory Inputs
Olshausen BA, Field DJ (2004). Current Opinion
in Neurobiology, 14: 481-487. (pdf)
Directed Visual Attention and the Dynamic Control of Information Flow
Anderson CH, Van Essen DC, Olshausen BA (2004) In: Encyclopedia
of Visual Attention, L. Itti, G. Rees, J. Tsotsos, Eds. Academic
Press/Elsevier (in press). (pdf)
Principles of Image Representation in Visual Cortex
Olshausen BA (2003) In: The Visual Neurosciences,
L.M. Chalupa, J.S. Werner, Eds. MIT Press, pp. 1603-15.
(.ps.gz | pdf)
Natural Image Statistics and Neural Representation
Simoncelli EP, Olshausen BA (2001) Annual Review
of Neuroscience, 24, 1193-1215. (reprint)
Vision and the Coding of Natural Images
Olshausen BA, Field DJ (2000). American Scientist,
88(3): 238-245. (reprint + obscured text)
Selective Visual Attention
Olshausen BA, Koch C (1995). In M. Arbib (Ed.), The Handbook
of Brain Theory and Neural Networks. MIT Press.
Commentaries:
A New Window on Sound
Olshausen BA, O'Connor KN (2002). Nature Neuroscience,
5, 292-293. (html/pdf)
Forward to Map-Seeking Circuits in Visual Cognition
Olshausen BA (2002). In: Map-Seeking Circuits in
Visual Cognition by David Arathorn. Stanford University Press.
(pdf)
Review of Theoretical Neuroscience
Olshausen BA (2002). Journal of Cognitive Neuroscience,
in press. (pdf)
Thesis:
Neural Routing Circuits for Forming Invariant Representations of Visual
Objects
Olshausen BA (1994) Ph.D. Thesis, Computation and Neural
Systems, California Institute of Technology. (postscript)