Abbott LF, Dayan P (1999) The effect of correlated variability on the accuracy of a population code. Neural Comput 11:91-101 [PubMed]

Adelson EH, Bergen JR (1985) Spatiotemporal energy models for the perception of motion. J Opt Soc Am A 2:284-99 [PubMed]

Anderson C (1994) Neurobiological computational systems. Computational Intelligence Imitating Life. :213-222

Ben-Yishai R, Bar-Or RL, Sompolinsky H (1995) Theory of orientation tuning in visual cortex. Proc Natl Acad Sci U S A 92:3844-8 [PubMed]

Bishop C (1995) Neural Networks For Pattern Recognition

Blake R (2001) A primer on binocular rivalry, including current controversies. Brain Mind 2:5-38

Blake R, Logothetis N (2002) Visual competition. Nat Rev Neurosci 3:13-21 [Journal] [PubMed]

Borst A, Theunissen FE (1999) Information theory and neural coding. Nat Neurosci 2:947-57 [Journal] [PubMed]

Bressloff P, Cowan JD (2002) The visual cortex as a crystal. Physica D 173:226-258

Chance FS, Abbott LF, Reyes AD (2002) Gain modulation from background synaptic input. Neuron 35:773-82 [PubMed]

Cohen M, Grossberg S (1983) Absolute stability of global pattern formation and parallel memory storage by competitive neural network. Ieee Trans Smc 13:815-826

Compte A, Brunel N, Goldman-Rakic PS, Wang XJ (2000) Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model. Cereb Cortex 10:910-23 [PubMed]

Dayan P, Abbott L (2001) Neural encoding: Firing rates and spike statistics Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

Degroot MH (1970) Optimal Statistical Decisions.

Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc B 39:1-38

Deneve S, Latham PE, Pouget A (1999) Reading population codes: a neural implementation of ideal observers. Nat Neurosci 2:740-5 [Journal] [PubMed]

Foldiak P (1993) The ideal homunculus: statistical inference from neural population responses. Computation and Neural Systems., Eeckman F:Bower J, ed. pp.55

Georgopoulos AP, Kalaska JF, Caminiti R, Massey JT (1982) On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J Neurosci 2:1527-37 [PubMed]

Gershon ED, Wiener MC, Latham PE, Richmond BJ (1998) Coding strategies in monkey V1 and inferior temporal cortices. J Neurophysiol 79:1135-44 [Journal] [PubMed]

Green DM, Swets JA (1966) Signal Detection Theory and Psychophysics.

Heeger DJ (1992) Normalization of cell responses in cat striate cortex. Vis Neurosci 9:181-97 [PubMed]

Hopfield JJ (1982) Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci U S A 79:2554-8 [PubMed]

HUBEL DH, WIESEL TN (1962) Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J Physiol 160:106-54 [PubMed]

Kersten D (1999) High level vision as statistical inference. The New Cognitive Neurosciences.

Knill DC, Richards W (1996) Perception as Bayesian Inference.

Lee C, Rohrer WH, Sparks DL (1988) Population coding of saccadic eye movements by neurons in the superior colliculus. Nature 332:357-60 [Journal] [PubMed]

Li Z, Atick JJ (1994) Toward a theory of the striate cortex. Neural Comput 6:127-46

Marr D (1982) Vision: A Computational Investigation into the Human Representation and Processing of Visual Information

Maunsell JH, Van Essen DC (1983) Functional properties of neurons in middle temporal visual area of the macaque monkey. I. Selectivity for stimulus direction, speed, and orientation. J Neurophysiol 49:1127-47 [Journal] [PubMed]

Mazzoni P, Andersen R (1995) Gaze coding in the posterior parietal cortex. The Handbook of Brain Theory, Arbib M, ed. pp.423

McAdams CJ, Maunsell JH (1999) Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. J Neurosci 19:431-41 [PubMed]

Nelson ME (1994) A mechanism for neuronal gain control by descending pathways Neural Comp 6:255-269

O'Keefe J, Dostrovsky J (1971) The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. Brain Res 34:171-5 [PubMed]

Oram MW, Földiák P, Perrett DI, Sengpiel F (1998) The 'Ideal Homunculus': decoding neural population signals. Trends Neurosci 21:259-65 [PubMed]

Papoulis A (1991) Probability, Random Variables, And Stochastic Processes

Perrett DI, Smith PA, Potter DD, Mistlin AJ, Pouget A, Sejnowski TJ (1995) Spatial representations in the parietal cortex may use basis functions. Advances in Neural Information Processing Systems, Tesauro G:Touretzky DS:Leen TK, ed.

Pouget A, Sejnowski TJ (1997) Spatial transformations in the parietal cortex using basis functions. J Cogn Neurosci 9:222-37 [Journal] [PubMed]

Pouget A, Thorpe S (1991) Connectionist model of orientation identification. Connect Sci 3:127-142

Regan D, Beverley KI (1985) Postadaptation orientation discrimination. J Opt Soc Am A 2:147-55 [PubMed]

Rieke F, Warland D, de Ruyter van Steveninck, R, Bialek B (1997) Spikes: Exploring The Neural Code

Salinas E, Abbott LF (1995) Transfer of coded information from sensory to motor networks. J Neurosci 15:6461-74 [PubMed]

Sclar G, Freeman RD (1982) Orientation selectivity in the cat's striate cortex is invariant with stimulus contrast. Exp Brain Res 46:457-61 [PubMed]

Seung HS (1996) How the brain keeps the eyes still. Proc Natl Acad Sci U S A 93:13339-44 [PubMed]

Seung HS, Sompolinsky H (1993) Simple models for reading neuronal population codes. Proc Natl Acad Sci U S A 90:10749-53 [PubMed]

Skottun BC, Bradley A, Sclar G, Ohzawa I, Freeman RD (1987) The effects of contrast on visual orientation and spatial frequency discrimination: a comparison of single cells and behavior. J Neurophysiol 57:773-86 [Journal] [PubMed]

Snippe HP, Koenderink JJ (1992) Discrimination thresholds for channel-coded systems. Biol Cybern 66:543-551

Snippe HP, Koenderink JJ (1992) Information in channel-coded systems: correlated receivers. Biol Cybern 67:183-90 [PubMed]

Thompson P (1982) Perceived rate of movement depends on contrast. Vision Res 22:377-80 [PubMed]

van Wezel RJ, Lankheet MJ, Verstraten FA, Maree AF, van de Grind WA (1996) Responses of complex cells in area 17 of the cat to bi-vectorial transparent motion. Vision Res 36:2805-13 [PubMed]

Wu S, Nakahara H, Amari S (2001) Population coding with correlation and an unfaithful model. Neural Comput 13:775-97 [PubMed]

Yoon H, Sompolinsky H (1999) The effect of correlations on the Fisher information of population codes. Advances in Neural Information Processing Systems., Kearns MS:Solla SA:Cohn DA, ed. pp.167

Zemel RS, Dayan P, Pouget A (1998) Probabilistic interpretation of population codes. Neural Comput 10:403-30 [PubMed]

Zohary E, Shadlen MN, Newsome WT (1994) Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370:140-3 [Journal] [PubMed]

Ben Hamed S, Schieber MH, Pouget A (2007) Decoding M1 neurons during multiple finger movements. J Neurophysiol 98:327-33 [Journal] [PubMed]

Huys QJ, Zemel RS, Natarajan R, Dayan P (2007) Fast population coding. Neural Comput 19:404-41 [Journal] [PubMed]

•	Fast population coding (Huys et al. 2007) [Model]

Klam F, Zemel RS, Pouget A (2008) Population coding with motion energy filters: the impact of correlations. Neural Comput 20:146-75 [Journal] [PubMed]

Michel MM, Jacobs RA (2006) The costs of ignoring high-order correlations in populations of model neurons. Neural Comput 18:660-82 [Journal] [PubMed]

Sakura M, Lambrinos D, Labhart T (2008) Polarized skylight navigation in insects: model and electrophysiology of e-vector coding by neurons in the central complex. J Neurophysiol 99:667-82 [Journal] [PubMed]

Shokhirev KN, Kumar T, Glaser DA (2006) The influence of cortical feature maps on the encoding of the orientation of a short line. J Comput Neurosci 20:285-97 [Journal] [PubMed]