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Beck, J., Bejjanki, V., Pouget, A.
Insights from a simple expression for linear Fisher information in a
recurrently connected population of spiking neurons.
Neural computations.
23(6):1484-502. 2011.
PDF.
Bayesian sampling in visual
perception
Moreno-Bote,
R., Knill, D.C., and Pouget, A.
Proceedings of the National
Academy of Science. In press.
Behavioral and neural basis
of near optimal visual search.
Ma, W.J.,
Navalpakkam, V., Beck, J.M. ,
van den Berg, R., Pouget, A.
Nature Neuroscience.
14(6):783-90.
PDF.
Perceptual learning as improved probabilistic
inference in early sensory areas
Bejjanki, V.R., Beck, J.M. , Lu, Z.L. , Pouget, A.
Nature Neuroscience. In press.
PDF
Variance as a
signature of neural computations during decision making.
Churchland, A.K., Kiani,
R., Chaudhuri, R., Wang, X.J., Pouget, A., and Shadlen, M.N.
Neuron. 2011.
24;69(4):818-31.
PDF
Improved probabilistic inference as
a general learning mechanism with action video games.
Green, C.S.,
Pouget, A. and Bavelier, D.
Current
Biology.
2010 Sep 14;20(17):1573-9.
PDF.
Suppl info
BBC podcast. Summaries on
The economist
and
BBC
Beck, J., Ma, W..J., Kiani, R., Hanks, T., Churchland, A.K., Roitman,
J., Shadlen, M.N, Latham, P.E. and Pouget
Probabilistic population codes for Bayesian decision making.
Neuron.
In press.
Ma, W..J., Beck, J. and Pouget,
A.
Spiking networks for Bayesian inference and choice.
Current Opinion
in Biology.
18:217-222. 2008.
Banerjee, A., Series, P., and
Pouget, A.
Dynamical constraints on using precise spike timing to compute in
recurrent cortical networks. Neural Computation.
20(4):974-93. 2008.
Klam, F., Zemel, R.S. and Pouget,
A.
Population coding with motion energy filters: the impact of
correlations. Neural Computation. 20(1):146-75. 2008.
Beck, J., Ma, W.J., Latham, P.E.
and Pouget, A. Probabilistic Population Codes and the Exponential
Family of Distributions. Progress in Brain Research. 165:509-19. 2007.
Ben Hamed, S., Schieber, M.H. and Pouget, A.
Decoding M1 neurons during multiple finger movements.
Journal of
Neurophysiology. 98(1):327-33. 2007.
Deneve, S., Duhamel., J.R. and Pouget, A.
Optimal sensorimotor integration in recurrent cortical networks. Journal of
Neuroscience. 27(21):5744-56. 2007.
Pouget, A. and Bavelier, D. (Preview)
Paying attention to neurons with discriminating taste. Neuron.
53(4):473-5. 2007.
Beck, J., Pouget, A.
Exact inferences in a neural implementation of a hidden Markov model.
Neural
Computation. 19(5):1344-61. 2007
Ma, W.J., Beck, J., Latham, P.E. and Pouget, A.
Bayesian inference with probabilistic population codes.
Nature
Neuroscience. 9(11), 1432-1438. 2006 Suppl
Note
N&V by Salinas
Averbeck, B., Latham, P.E., Pouget, A.
Neural correlations, population coding and
computation.
Nature Review Neuroscience.
7,
358-366. 2006.
Avilllac, M., Denθve, S., Olivier, E., Pouget,
A. and Duhamel, J.R.
Reference frames for
representing the location of visual and tactile stimuli in the parietal cortex.
Nature Neuroscience. 8(7). 941-949. 2005.
Knill, D., and Pouget, A.
The Bayesian brain: the role of
uncertainty in neural coding and computation
Trends in Neuroscience. 27(12):712-9.
2004.
Tuning curve
sharpening for orientation selectivity: coding efficiency and the
impact of correlations. Series, P., Latham, P. and Pouget, A.
Nature
Neuroscience. 7(10):1129-1135. 2004.
Bayesian multisensory
integration and cross-modal spatial links.
Deneve, S., Pouget, A.
Journal of Physiology (Paris).
98:249-258. 2004.
Optimal computation with
attractor networks.
Latham, P.E., Deneve, S.,
Pouget, A.
Journal of Physiology (Paris).
97(4-6): 683-694.
2004.
MSTd Neuronal Basis
Functions for the Population Encoding of Heading Direction.
Benhamed, S., Page, G., Duffy,
C. and Pouget, A.
Journal of Neurophysiology. 90:549-558.
2003.
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Basis functions for
object-centered representations.
Deneve, S. and Pouget,
A.
Neuron. 37:347-359. 2003.
Computation and inference
with population codes.
Pouget, A., Dayan, P. and
Zemel, R.S.
Annual Review Neuroscience.
26:381-410. 2003.
Multisensory spatial
representations in eye-centered coordinates.
Pouget, A., Ducom, J.C., Torri,
J. and Bavelier, D.
Cognition. 83:B1-B11. 2002.
A Computational Perspective
on the Neural Basis of Multisensory Spatial Representations.
Pouget, A., Deneve, S and
Duhamel, J.R.
Nature Review Neuroscience.
3:741-747. 2002.
Digitized neural networks:
long term stability from forgetful neurons.
Pouget, A. and Latham, P.E.
Nature Neuroscience.
5(8):709-10. 2002.
Simulating a lesion in a basis function model of spatial
representations: comparison with hemineglect.
Pouget, A. and
Sejnowski, T.J.
Psychological Review. 108:
653-673. 2001.
Efficient computation and cue
integration with noisy population codes.
Deneve, S.,
Latham, P.E. and Pouget, A.
Nature
Neuroscience.
4(8):826-831.
2001.
Revised appendix with
correct parameters
Information processing with population codes.
Pouget, A., Zemel, R.S., and Dayan,
P.
Nature Review Neuroscience. 1(2):125-132. 2000.
Computational approaches to sensorimotor transformations.
Pouget, A., and Snyder, L.
Nature Neuroscience. 3:1192-1198. 2000. PDF
Reading population codes: a neural
implementation of ideal observers.
Deneve, S., Latham, P.E. and
Pouget, A.
Nature Neuroscience. 2(8):740-745. 1999. PDF
Object-centered visual neglect, or
relative egocentric neglect?
Driver, J., and Pouget,
A.
Journal of Cognitive Neuroscience. 12(3):542-545. PDF
Narrow vs wide tuning curves:
what's best for a population code?
Pouget, A. Deneve, S. Ducom,
J.C. and Latham, P.
Neural Computation. 11:85-90. 1999. PDF
Reliable disparity estimation
through selective integration.
Gray, M.S., Pouget, A., Zemel,
R.S., Nowlan, S.J., and Sejnowski, T.J.
Visual Neuroscience.
15:511-528. 1998.
Statistically efficient estimation using population code.
Pouget,
A. Zhang, K., Deneve, S., and Latham, P.E.
Neural Computation,
10:373-401. 1998. PDF
Probabilistic interpretation of
population code.
Zemel, R.S., Dayan, P., and Pouget, A.
Neural
Computation, 10:403-430. 1998. PDF
Interaction between natural and
electrically evoked saccades. III. Is the compensation by collicular
stimulation due to a feedback integrator not yet reset?
Schlag,
J., Pouget, A., Schlag-Rey, M. and Saderghpour, S.
Journal of
Neurophysiology. 79:903-910. 1998. PDF.
Eye position effects in monkey cortex. III. Representation of gaze
direction at the population level.
Bremmer, F., Pouget, A. and
Hoffmann, K.
European Journal of
Neuroscience. 10(1):153-160. 1998.
Perceived geometrical relationships
affected by eye movement signals.
Cai, R.H., Pouget, A.,
Schlag-Rey, M. and Schlag, J.
Nature. 386:601-603. 1997.
PDF
Spatial transformations in the
parietal cortex using basis functions.
Pouget, A., and Sejnowski, T.J.
Journal of
Cognitive Neuroscience. 9(2):222-237. 1997. PDF
A neural model of the cortical
representation of egocentric distance.
Pouget, A. and Sejnowski,
T.J.
Cerebral Cortex. 4(3):314-329. 1994. PDF
Egocentric representation in early
vision.
Pouget, A., Fisher, S. and Sejnowski, T.J.
Journal of
Cognitive Neuroscience. 5(2):150-161. 1993. PDF
Connectionist
Model of Orientation Identification.
Pouget, A. and Thorpe,
S.J.
Connection Science, 3 (2): 127-142. 1991.
Temporal limits of the
susceptibility of depth perception to proprioceptive
deafferentations of extraocular muscles.
Trotter, Y., Beaux,
J.C., Pouget, A., Imbert, M.
Developmental Brain Research, 59:
23-29. 1991. |
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Book
Chapters |
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Modeling coordinate
transforms.
Pouget, A. and Snyder,
L.
Nature Encyclopedia for
Cognitive Science. In
Press.
A computational neural theory
of multisensory spatial representations.
Pouget, A., Deneve, S.
and Duhamel, J.R.
In Multisensory Integration.
Driver, J. and Spence, C. (eds). In press.
Dynamical
Remapping.
Pouget, A. and Sejnowski, T.J.
In "The Handbook of Brain
Theory and Neural Networks". 2nd edition. Arbib, M.A. (ed). Boston:
MIT Press. In press. PDF
Population
codes.
Pouget, A. and Latham,
P.E.
In "The Handbook of Brain
Theory and Neural Networks". 2nd edition. Arbib, M.A. (ed).
Boston: MIT Press. In press. PDF
Fisher Information: Relevance
for Theories of Cortical Computation and Visual
Attention.
Pouget, A., Deneve, S., and
Latham, P.E.
In ``Visual Attention and
Neural Circuits''. Braun, J., Koch. C. and Davis, J. (eds). 2000.
Frames of reference in
hemineglect: a computational approach
Pouget, A., Deneve, S.
and Sejnowski, T.J. . In ``Neural modeling of brain disorders''.
Progress in Brain Research. 121:81-97. Jim Reggia, Eytan Ruppin and
Dennis Glanzman (eds). Elsevier. 1999. PDF
Pouget, A. Zhang, K., Deneve, S., and
Latham, P.E. Statistically efficient estimation using
population code. In ``Population Coding''. Abbott, L. and Sejnowski,
T.J. (eds). MIT Press. 1999.
Visual Neglect.
Pouget, A. and Driver, J. In "MIT
Encyclopedia of Cognitive Sciences". Wilson, R. and Keil, F. (eds).
MIT Press. In press. PDF
A New View of Hemineglect Based
on the Response Properties of Parietal Neurons.
Pouget, A. and
Sejnowski, T.J.
Philosophical Transactions of the Royal Society: Series B
352. 1997.
Also in:``Spatial Functions of the Hippocampal
Formation and the Parietal Cortex''. Neil Burgess, Kathryn Jeffery
and John O'Keefe (eds). Oxford University Press. In
press.
Lesion in a Basis Function Model of Spatial
Representations: Comparison with Hemineglect.
Pouget, A. and
Sejnowski, T.J.
In "Parietal lobe contribution in orientation in
3D space". Thier, P. and Karnath, H.O. (eds). Springer Verlag.
1997. PDF
Dynamical Remapping.
Pouget,
A. and Sejnowski, T.J. In The Handbook of Brain Theory and Neural
Networks. Arbib, M.A. (ed). Boston: MIT Press. 1995. PDF
Computational models of spatial
representations.
Pouget, A. Unpublished Ph.D. dissertation. UCSD.
1994.
Neural Models of Binocular Depth Perception.
Lehky,
S.R., Pouget A., Sejnowski T.J.. Cold Spring Harbor Symposium on
Quantitative Biology . 55: 765-777. 1990.
Human Fails on XOR
Pattern Classification Problems.
Thorpe, S.J., O'Regan K. and
Pouget A. In "Neural Networks : From Model to Applications"
Personnaz L. and Dreyfus G. (eds). Paris. IDSET, 12-25.
1989.
Coding of Orientation by the Visual Cortex.
Thorpe,
S.J. and Pouget A. In "Neural Network Modelling". Pfeifer R. (ed),
Connectionism in Perspective, Amsterdam : Elsevier.
1989.
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Refereed Conference Proceedings |
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Divisive Normalization, Line Attractor Networks and Ideal
Observers
Deneve, S. Pouget, A. and Latham, P.
Advances in
Neural Information Processing Systems. 11. MIT Press, Cambridge MA.
1999.
Neural Basis of Object-Centered
Representations.
Deneve, S. and Pouget, A.
Advances in Neural
Information Processing Systems. 10. MIT Press, Cambridge MA. 1998.
PDF
Statistically efficient
estimation using cortical lateral connections.
Pouget, A. and Zhang, K.
Mozer, M.C.; Jordan, M.I. and
Petsche, T. (eds), Advances in Neural Information Processing
Systems. 9. MIT Press, Cambridge MA. 1997. PDF
Selective Integration: a Model
for Disparity Integration.
Gray, M.S., Pouget, A., Zemel, R.S.,
Nowlan, S.J., and Sejnowski, T.J.
Mozer, M.C.; Jordan, M.I. and
Petsche, T. (eds), Advances in Neural Information Processing
Systems. 9. MIT Press, Cambridge MA. 1997. PDF
Population Code Representations
of Probability Density Functions.
Zemel, R.S., Dayan, P., and
Pouget, A.
Mozer, M.C.; Jordan, M.I. and Petsche, T. (eds),
Advances in Neural Information Processing Systems. 9. MIT Press,
Cambridge MA. 1997. PDF
A Model of parietal cortex
explains hemineglect.
Pouget, A., and Sejnowski, T.J.
Advances
in Neural Information Processing Systems. 8. Touretzky, D.S.; Mozer,
M.C. and Hasselmo, M.E. (eds). MIT Press, Cambridge MA, 1996. PDF
Reinforcement
learning predicts the site of plasticity for auditory remapping in
the barn owl.
Pouget, A., and Sejnowski, T.J.
Tesauro, D. S.
Touretzky and T. K. Leen, (eds), Advances in Neural Information
Processing Systems. 7. MIT Press, Cambridge MA, 1995. PDF
Spatial representations in the
parietal cortex may use basis functions.
Pouget, A., and
Sejnowski, T.J.
Tesauro, D. S. Touretzky and T. K. Leen, (eds),
Advances in Neural Information Processing Systems. 7. MIT Press,
Cambridge MA, 1995. PDF
Using
aperiodic reinforcement for directed self-organization.
Montague,
P.R., Dayan, P., Nowlan, S.J., Pouget, A. and Sejnowski,
T.J.
Hanson, S.J., Cowan, J.D. and Giles, C.L. (eds), Advances in
Neural Information Processing Systems. 5. San Mateo, CA: Morgan
Kaufmann Publishers. 1993.
Hierarchical Representation of
Space in the Visual System.
Pouget, A., Fisher, S. and Sejnowski,
T.J.
In Advances in Neural Information Processing Systems. 4.
Moody, J.E.; Hanson, S.J. and Lippmann, R.P (eds), San Mateo, CA:
Morgan Kaufmann Publishers. 1992
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Abstracts |
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Deneve, S. and Pouget, A. Neuronal object-centered
representations: map or gain modulation? Society for Neuroscience
Abstracts. New Orleans. 1997.
Pouget, A. and Ducom, J.C.
Noise reduction, discrimination and adaptation in cortical circuits.
Society for Neuroscience Abstracts. New Orleans. 1997.
Cai,
R.H., Pouget, A., Schlag-Rey, M. and Schlag, J. Is pre-saccadic
vernier distorsion related to peri-saccadic mislocalization?.
Society for Neuroscience Abstracts. Washington DC.
1996.
Pouget, A. and Zhang, K. Cortical lateral connections
and maximum likelihood estimation. Proceedings of the Neural
Information and Coding workshop. Jackson Hole. 1996.
Cai,
R.H., Pouget, A., Schlag-Rey, M. and Schlag, J. Vernier alignement
can be influenced by an extraretinal signal. Society for Cognitive
Neuroscience Abstracts. 1996.
Saderghpour, S., Pouget, A.,
Schlag-Rey, M. and Schlag, J. Is the deviation of saccades evoked
collicular stimulation due to a linear resettable integrator?.
Society for Neuroscience Abstracts. Washington DC. 1996.
Cai,
R.H., Pouget, A., Schlag-Rey, M. and Schlag, J. Pre-saccadic
distorsion of 3-dot vernier acuity by an extraretinal signal. Assoc.
Res. Vis. Ophta. 1996.
Zhang, K., Pouget, A. and Dayan, P.
Using lateral connections for population coding. Society for
Neuroscience Abstracts. Washington DC. 1996.
Pouget, A. and
Zhang, K. A statistical perspective on orientation selectivity in
primary visual cortex. Society for Neuroscience Abstracts.
Washington DC. 1996.
Pouget, A., Bavelier, D., and Sejnowski,
T.J. Lesion in a Basis Function Model of the Parietal Cortex:
Comparison with the Hemineglect Syndrome. Society for Cognitive
Neuroscience Abstracts. 1995.
Gray, M.S., Pouget, A., Zemel,
R.S., Nowlan, S.J., and Sejnowski, T.J. Filter selection model for
disparity estimation and segmentation. Society for Cognitive
Neuroscience Abstracts. 1995.
Pouget, A. and Sejnowski, T.J.
Spatial Representations and Basis Functions: from Single Cell
Responses to Hemineglect. Proceedings of the workshop on ``Parietal
Lobe Contribution to Orientation in 3D-Space''. Tubingen, Germany.
1995.
Pouget, A. and Sejnowski, T.J. Basis Functions and
Hemineglect. Society for Neuroscience Abstracts. San Diego, CA.
1995.
Gray, M.S., Pouget, A., Zemel, R.S., Nowlan, S.J., and
Sejnowski, T.J. Selective Integration: a Model for Disparity
Integration. Society for Neuroscience Abstracts. San Diego, CA.
1995.
Pouget, A. and Sejnowski, T.J. Spatial Representations,
Basis Functions and Hemineglect. In: Proceedings of the Joint
Symphosium UCSD-Caltech on Neural Computation, Institute for Neural
Computation, University of California San Diego, Vol.\ 5,
1995.
Pouget, A. and Sejnowski, T.J. Is Perception Isomorphic
to Neural Activity? Commentary on target article: A theory of visual
stability accross eye movements, B. Bridgeman and A.H.C. van der
Heijden. Behavioral and Brain Sciences. 17:274. 1994.
Pouget,
A. and Sejnowski, T.J. Single Neurons in Posterior Parietal Cortex
May Represent Basis Functions for Spatial Transformations. Society
for Neuroscience Abstracts. Miami, FL. 1994.
Pouget, A.,
Montague, P.R., Dayan, P., Sejnowski, T.J. {\it A Developmental
Model of Map Registration in the Superior Colliculus Using
Predictive Hebbian Learning. Society for Neuroscience Abstracts,
Washington, DC. 1993.
Schwarz, G. and Pouget, A. Signals,
Brain and Explanations. Commentary on target article: Implication of
Neural Network for how We Think about the Brain Function. D.A.
Robinson. Behavioral and Brain Sciences, 15(4):795.
1992.
Pouget, A., Albright, T. and Sejnowski T.J. A Dynamical
Model for Computing the Position of an Object from Its Retinal
Location and Eye Position. Society for Neuroscience Abstracts,
Anaheim, CA. 1992.
Pouget, A. and Sejnowski, T.J. A
Distributed common reference frame for egocentric space in the PPC.
Commentary on target article: Posterior Parietal Cortex and
Egocentric Space, J.F. Stein. Behavioral and Brain Sciences,
15(4):787. 1992.
Pouget, A., Fisher, S. and Sejnowski, T.J.
Hierarchical representation of space in the visual system.
Proceedings of the Symposium of the Institute for Neural
Computation, San Diego, CA, UCSD. 1991.
Pouget, A. and
Sejnowski T.J. A Neural network model for computing depth from
stereopsis. Assoc. Res. Vis. Ophta,. 475. 1990.
Thorpe, S.J.
and Pouget, A. Connectionist models and psychophysics: relating
perception with psychophysics. Perception. 19, 402.
1989.
Trotter, Y., Thorpe S.J., Celibrini S., Pouget A. and
Imbert M. Processing of orientation in V1 of the awake monkey.
Society for Neuroscience Abstracts, Phoenix, AZ.
1989.
Thorpe, S.J., Celibrini S., Trotter Y., Pouget A. and
Imbert M. Dynamic aspect of orientation coding in area V1 of the
awake primate. European Journal of Neuroscience, Suppl. 2, 322.
1989.
Pouget, A., Beaux J.C. et Trotter Y. Periode critique
du developpement de la perception de profondeur a la section
unilaterale des afferences proprioceptives des muscles
extraoculaires chez le chaton. [Critical period for the development
of depth perception to unilateral proprioceptive deafferentation of
extraocular muscles] Association des Physiologistes, Marseille.
1988.
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Last Update June 5, 2004
by Peg |