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Number of items: 61.


Afshar, A; Santhanam, G; Yu, BM; Ryu, SI; Sahani, M; Shenoy, KV; (2011) Single-Trial Neural Correlates of Arm Movement Preparation. NEURON , 71 (3) 555 - 564. 10.1016/j.neuron.2011.05.047.

Ahrens, MB; Sahani, M; (2011) Observers Exploit Stochastic Models of Sensory Change to Help Judge the Passage of Time. CURR BIOL , 21 (3) 200 - 206. 10.1016/j.cub.2010.12.043. Gold open access


Beck, JM; Latham, PE; Pouget, A; (2011) Marginalization in Neural Circuits with Divisive Normalization. J NEUROSCI , 31 (43) 15310 - 15319. 10.1523/JNEUROSCI.1706-11.2011.

Beierholm, UR; Anen, C; Quartz, S; Bossaerts, P; (2011) Separate encoding of model-based and model-free valuations in the human brain. NEUROIMAGE , 58 (3) pp. 955-962. 10.1016/j.neuroimage.2011.06.071.

Blaschko, M; Shelton, J; Bartels, A; Lampert, C; Gretton, A; (2011) Semi-supervised Kernel Canonical Correlation Analysis with Application to Human fMRI. Pattern Recognition Letters , 32 (11) pp. 1572-1583.

Blundell, C; Teh, YW; Heller, KA; (2011) Discovering non-binary hierarchical structures with Bayesian rose trees. In: Mengersen, K and Robert, CP and Titterington, M, (eds.) Mixture: Estimation and Applications. (pp. 161-187). John Wiley & Sons: Chichester, UK.

Boureau, YL; Dayan, P; (2011) Opponency Revisited: Competition and Cooperation Between Dopamine and Serotonin. NEUROPSYCHOPHARMACOL , 36 (1) 74 - 97. 10.1038/npp.2010.151.

Buesing, L; Bill, J; Nessler, B; Maass, W; (2011) Neural dynamics as sampling: a model for stochastic computation in recurrent networks of spiking neurons. PLoS Computational Biology , 7 (11) , Article e1002211. 10.1371/journal.pcbi.1002211. Green open access


Chadwick, MJ; Hassabis, D; Maguire, EA; (2011) Decoding overlapping memories in the medial temporal lobes using high-resolution fMRI. LEARNING & MEMORY , 18 (12) pp. 742-746. 10.1101/lm.023671.111. Gold open access

Christianson, GB; Sahani, M; Linden, JF; (2011) Depth-Dependent Temporal Response Properties in Core Auditory Cortex. J NEUROSCI , 31 (36) 12837 - 12848. 10.1523/JNEUROSCI.2863-11.2011.


Daw, ND; Gershman, SJ; Seymour, B; Dayan, P; Dolan, RJ; (2011) Model-Based Influences on Humans' Choices and Striatal Prediction Errors. NEURON , 69 (6) 1204 - 1215. 10.1016/j.neuron.2011.02.027.

Dayan, P; Feller, M; Feldman, D; (2011) Networks, circuits and computation. Current Opinion in Neurobiology , 21 (5) pp. 661-663. 10.1016/j.conb.2011.07.003.

Dayan, P; Feller, M; Feldman, D; (2011) Networks, circuits and computation. Curr Opin Neurobiol , 21 (5) pp. 661-663. 10.1016/j.conb.2011.07.003.



Fukumizu, K; Song, L; Gretton, A; (2011) Kernel Bayes’ Rule. In:

Fukumizu, K; Song, L; Gretton, A; (2011) Kernel Bayes' Rule. In: Shawe-Taylor, J and Zemel, RS and Bartlett, PL and Pereira, FCN and Weinberger, KQ, (eds.) (pp. pp. 1737-1745).


Garrido, MI; Dolan, RJ; Sahani, M; (2011) Surprise leads to noisier perceptual decisions. I-PERCEPTION , 2 (2) pp. 112-120. 10.1068/i0411.

Garrido, MI; Dolan, RJ; Sahani, M; (2011) Surprise leads to noisier perceptual decisions. i-Perception , 2 (2) pp. 112-120. 10.1068/i0411.

Gerwinn, S; Macke, JH; Bethge, M; (2011) Reconstructing stimuli from the spike times of leaky integrate and fire neurons. FRONTIERS IN NEUROSCIENCE , 5 (ARTN 1) 10.3389/fnins.2011.00001. Gold open access

Gonzalez, J; Low, Y; Gretton, A; Guestrin, C; (2011) Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees. In:

Gorur, D; Teh, YW; (2011) Concave-Convex Adaptive Rejection Sampling. J COMPUT GRAPH STAT , 20 (3) 670 - 691. 10.1198/jcgs.2011.09058.

Grünewälder, S; Baldassarre, L; Pontil, M; Gretton, A; Lever, G; (2011) Modeling transition dynamics in MDPs with RKHS embeddings of conditional distributions.

Guitart-Masip, M; Beierholm, UR; Dolan, R; Duzel, E; Dayan, P; (2011) Vigor in the Face of Fluctuating Rates of Reward: An Experimental Examination. J COGNITIVE NEUROSCI , 23 (12) 3933 - 3938.

Guitart-Masip, M; Fuentemilla, L; Bach, DR; Huys, QJM; Dayan, P; Dolan, RJ; Duzel, E; (2011) Action Dominates Valence in Anticipatory Representations in the Human Striatum and Dopaminergic Midbrain. Journal of Neuroscience , 31 (21) 7867- 7875. 10.1523/JNEUROSCI.6376-10.2011. Green open access


Huys, QJM; Cools, R; Golzer, M; Friedel, E; Heinz, A; Dolan, RJ; Dayan, P; (2011) Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding. PLOS COMPUT BIOL , 7 (4) , Article e1002028. 10.1371/journal.pcbi.1002028. Green open access


Krueger, K.A.; (2011) Sequential learning in the form of shaping as a source of cognitive flexibility. Doctoral thesis, UCL (University College London). Green open access


Lakshminarayanan, B; Bouchard, G; Archambeau, C; (2011) Robust Bayesian matrix factorisation. In: (pp. pp. 425-433).

Lakshminarayanan, B; Raich, R; (2011) Inference in supervised latent Dirichlet allocation. In:

Le Roux, N; Heess, N; Shotton, J; Winn, J; (2011) Learning a generative model of images by factoring appearance and shape. Neural Computation , 23 (3) pp. 593-650.

Lengyel, M; Dayan, P; Ujfalussy, B; Pfister, J-P; (2011) Neuronal biophysics: optimised for information processing? In: (Proceedings) 8th EBSA European Biophysics Congress. (pp. p. 68). SPRINGER

Lőrincz, A; Gyenes, V; Palotai, Z; Pintér, B; Szabo, Z; Vörös, G; (2011) Innovation Engine in Blogspace. Technical Report, EOARD - US Air Force Research Laboratories.


Macke, JH; Büsing, L; Cunningham, JP; Yu, BM; Shenoy, KV; Sahani, M; (2011) Empirical models of spiking in neural populations. In: Weinberger, K and Bartlett, P and Pereira, F and Shawe-Taylor, J and Zemel, R, (eds.) Curran Associates, Inc.

Macke, JH; Gerwinn, S; White, LE; Kaschube, M; Bethge, M; (2011) Gaussian process methods for estimating cortical maps. NEUROIMAGE , 56 (2) 570 - 581. 10.1016/j.neuroimage.2010.04.272.

Macke, JH; Opper, M; Bethge, M; (2011) Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity. PHYS REV LETT , 106 (20) , Article 208102. 10.1103/PhysRevLett.106.208102. Green open access

Maguire, EA; Hassabis, D; (2011) Role of the hippocampus in imagination and future thinking. P NATL ACAD SCI USA , 108 (11) E39 - E39. 10.1073/pnas.1018876108.

Mnih, A; Teh, YW; (2011) Learning Item Trees for Probabilistic Modelling of Implicit Feedback. In:

Moazzezi, R.; (2011) Change-based population coding. Doctoral thesis, UCL (University College London). Green open access

Mortimer, D; Dayan, P; Burrage, K; Goodhill, GJ; (2011) Bayes-Optimal Chemotaxis. NEURAL COMPUT , 23 (2) 336 - 373.

Moutoussis, M; Bentall, RP; El-Deredy, W; Dayan, P; (2011) Bayesian modelling of Jumping-to-Conclusions bias in delusional patients. COGNITIVE NEUROPSYCHIATRY , 16 (5) pp. 422-447. 10.1080/13546805.2010.548678.


Petreska, B; Yu, BM; Cunningham, JP; Santhanam, G; Ryu, SI; Shenoy, KV; Sahani, M; (2011) Dynamical segmentation of single trials from population neural data. In: Weinberger, K and Bartlett, P and Pereira, F and Shawe-Taylor, J and Zemel, R, (eds.) Curran Associates, Inc.

Póczos, B; Szabo, Z; Schneider, J; (2011) Nonparametric divergence estimators for Independent Subspace Analysis. In: (Proceedings) European Signal Processing Conference (EUSIPCO) - Special Session on Dependent Component Analysis. (pp. 1849 - 1853). Green open access


Rothermel, M; Ng, BSW; Grabska-Barwinska, A; Hatt, H; Jancke, D; (2011) Nasal Chemosensory-Stimulation Evoked Activity Patterns in the Rat Trigeminal Ganglion Visualized by In Vivo Voltage-Sensitive Dye Imaging. PLOS ONE , 6 (10) , Article e26158. 10.1371/journal.pone.0026158. Green open access

Ruhl, M; Chhatwal, P; Strathmann, H; Kuntzen, T; Bankwitz, D; Skibbe, K; Walker, A; ... Timm, J; + view all (2011) Escape from a dominant HLA-B*15-restricted CD8+ T cell response against hepatitis C virus requires compensatory mutations outside the epitope. Journal of virology (November) 10.1128/JVI.05603-11.


Sahani, M; Whiteley, L; (2011) Modelling Cue Integration in Cluttered Environments. In: Landy, M and Körding, K and Trommershäuser, J, (eds.) Sensory Cue Integration. Oxford University Press

Sanborn, AN; Dayan, P; (2011) Optimal decisions for contrast discrimination. JOURNAL OF VISION , 11 (14) 10.1167/11.14.9.

Savin, C; Dayan, P; Lengyel, M; (2011) Two is better than one: Distinct roles for familiarity and recollection in retrieving palimpsest memories. Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011

Seymour, B; Daw, ND; Roiser, JP; Dayan, P; Dolan, R; (2011) SEROTONIN, PERSEVERATION, AND HOPE. In: (Proceedings) 14th Biennial Meeting of the European-Behavioural-Pharmacology-Society. (pp. E15-E15). LIPPINCOTT WILLIAMS & WILKINS

Shenoy, KV; Kaufman, MT; Sahani, M; Churchland, MM; (2011) A dynamical systems view of motor preparation: Implications for neural prosthetic system design. ENHANCING PERFORMANCE FOR ACTION AND PERCEPTION: MULTISENSORY INTEGRATION, NEUROPLASTICITY AND NEUROPROSTHETICS, PT II , 192 pp. 33-58. 10.1016/B978-0-444-53355-5.00003-8.

Shiner, T; Seymour, B; Hill, C; Dayan, P; Bhatia, K; Dolan, R; (2011) Learning and Performance in Parkinson's Disease. In: NEUROLOGY. (pp. A506 - A507). LIPPINCOTT WILLIAMS & WILKINS

Shiner, T; Seymour, B; Hill, C; Dayan, P; Bhatia, K; Dolan, R; (2011) Learning and performance in Parkinson's disease. In: (pp. S163-S163).

Shiner, T; Seymour, B; Symmonds, M; Dayan, P; Bhatia, K; Dolan, R; (2011) The Effect of Motivation on Movement: A Study of Bradykinesia in Parkinson's Disease. In: NEUROLOGY. (pp. A647 - A647). LIPPINCOTT WILLIAMS & WILKINS

UNSPECIFIED (Ed). (2011) Universality, Characteristic Kernels and RKHS Embedding of Measures. [Whole issue]. Journal of Machine Learning Research , 12 (July).

Szabo, Z; Póczos, B; (2011) Nonparametric Independent Process Analysis. Presented at: European Signal Processing Conference (EUSIPCO), Barcelona, Spain. Green open access

Szabo, Z; Póczos, B; Lőrincz, A; (2011) Online Dictionary Learning with Group Structure Inducing Norms. Presented at: International Conference on Machine Learning (ICML) - Structured Sparsity: Learning and Inference Workshop, Bellevue, Washington, USA. Green open access

Szabo, Z; Póczos, B; Lőrincz, A; (2011) Online Group-Structured Dictionary Learning. In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). (pp. 2865 - 2872). IEEE Green open access


Turner, R; Sahani, M; (2011) Probabilistic amplitude and frequency demodulation. In: Shawe-Taylor, J and Zemel, RS and Bartlett, PL and Pereira, FCN and Weinberger, KQ, (eds.) (pp. pp. 981-989).

Turner, RE; Sahani, M; (2011) Demodulation as Probabilistic Inference. IEEE T AUDIO SPEECH , 19 (8) 2398 - 2411. 10.1109/TASL.2011.2135852.

Turner, RE; Sahani, M; (2011) Two problems with variational expectation maximisation for time-series models. In: Barber, D and Cemgil, AT and Chiappa, S, (eds.) Inference and Learning in Dynamic Models. Cambridge University Press


Wood, F; Gasthaus, J; Archambeau, C; James, L; Teh, YW; (2011) The Sequence Memoizer. COMMUN ACM , 54 (2) 91 - 98. 10.1145/1897816.1897842.

Wunderlich, K; Beierholm, UR; Bossaerts, P; O'Doherty, JP; (2011) The human prefrontal cortex mediates integration of potential causes behind observed outcomes. J NEUROPHYSIOL , 106 (3) 1558 - 1569. 10.1152/jn.01051.2010.

Wyatt, JL; Dayan, P; Leonardis, A; Peters, J; (2011) Exploration and Curiosity in Robot Learning and Inference (Dagstuhl Seminar 11131). Dagstuhl Reports , 1 (3) pp. 67-95. 10.4230/DagRep.1.3.67.

This list was generated on Sun Oct 15 02:46:08 2017 BST.