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Beck, JM; Ma, WJ; Latham, PE; Pouget, A; (2007) Probabilistic population codes and the exponential family of distributions. Progress in Brain Research , 165 509 - 519.

Beierholm, UR; Jacobsen, JCB; Holstein-Rathlou, NH; Alstrom, P; (2007) Characteristics of blood vessels forming "sausages-on-a-string" patterns during hypertension. PHYSICA A , 376 387 - 393. 10.1016/j.physa.2006.10.063.

Berkes, P; Wiskott, L; (2007) Analysis and interpretation of quadratic models of receptive fields. Nature Protocols , 2 (2) 400 - 407.

Brooks, A; van der Zwan, R; Billard, A; Petreska, B; Clarke, S; Blanke, O; (2007) Auditory motion affects visual biological motion processing. NEUROPSYCHOLOGIA , 45 (3) 523 - 530. 10.1016/j.neuropsychologia.2005.12.012.

Churchland, MM; Yu, BM; Sahani, M; Shenoy, KV; (2007) Techniques for extracting single-trial activity patterns from large-scale neural recordings. CURR OPIN NEUROBIOL , 17 (5) 609 - 618. 10.1016/j.conb.2007.11.001.

Cordes, S; Gallistel, CR; Gelman, R; Latham, PE; (2007) Nonverbal arithmetic in humans: Light from noise. Perception and Psychophysics

Dayan, P; (2007) Bilinearity, rules, and prefrontal cortex. FRONT COMPUT NEUROSC , 1 , Article 1. 10.3389/neuro.10/001.2007. Gold open access

Dayan, P; (2007) Bilinearity, rules, and prefrontal cortex. Front Comput Neurosci , 1 1 - ?. 10.3389/neuro.10.001.2007. Gold open access

Dayan, P; (2007) BOOK REVIEW. Network 1 - 4. 10.1080/09548980701453006.

Fukumizu, K; Bach, F; Gretton, A; (2007) Statistical Consistency of Kernel Canonical Correlation Analysis. J. Mach. Learn. Res. , 8 361 - 383.

Hassabis, D; Kumaran, D; Maguire, EA; (2007) Using imagination to understand the neural basis of episodic memory. J NEUROSCI , 27 (52) 14365 - 14374. 10.1523/JNEUROSCI.4549-07.2007. Gold open access

Hassabis, D; Kumaran, D; Vann, SD; Maguire, EA; (2007) Patients with hippocampal amnesia cannot imagine new experiences. P NATL ACAD SCI USA , 104 (5) 1726 - 1731. 10.1073/pnas.0610561104. Gold open access

Hassabis, D; Maguire, EA; (2007) Deconstructing episodic memory with construction. TRENDS COGN SCI , 11 (7) 299 - 306. 10.1016/j.tics.2007.05.001.

Hsu, AS; Dayan, P; (2007) An unsupervised learning model of neural plasticity: Orientation selectivity in goggle-reared kittens. VISION RES , 47 (22) 2868 - 2877. 10.1016/j.visres.2007.07.023.

Huys, Q; Zemel, RS; Natarajan R, D; P,; (2007) Fast Population Coding. Neural Computation , 19 (2) 404 - 441.

Kording, KP; Beierholm, U; Ma, WJ; Quartz, S; Tenenbaum, JB; Shams, L; (2007) Causal Inference in Multisensory Perception. PLOS ONE , 2 (9) , Article e943. 10.1371/journal.pone.0000943. Green and gold open access

Kumaran, D; Hassabis, D; Spiers, HJ; Vann, SD; Vargha-Khadem, F; Maguire, EA; (2007) Impaired spatial and non-spatial configural learning in patients with hippocampal pathology. NEUROPSYCHOLOGIA , 45 (12) 2699 - 2711. 10.1016/j.neuropsychologia.2007.04.007. Gold open access

Kumaran, D.; Hassabis, D.; Spiers, H.J.; Vann, S.D.; Vargha-Khadem, F.; Maguire, E.A.; (2007) Impaired spatial and non-spatial configural learning in patients with hippocampal pathology. Neuropsychologia , 45 (12) pp. 2699-2711. 10.1016/j.neuropsychologia.2007.04.007.

Lerchner, A; La Camera, G; Richmond, B; (2007) Knowing without doing. NAT NEUROSCI , 10 (1) 15 - 17. 10.1038/nn0107-15.

Möller, C; Lücke, J; Zhu, J; Faustmann, PM; von der Malsburg, C; (2007) Glial Cells for Information Routing? Cognitive Systems Research , 8 (1) 28 - 35. 10.1016/j.cogsys.2006.07.001.

Mobbs, D; Petrovic, P; Marchant, JL; Hassabis, D; Weiskopf, N; Seymour, B; ... Frith, CD; + view all (2007) When fear is near: Threat imminence elicits prefrontal-periaqueductal gray shifts in humans. SCIENCE , 317 (5841) 1079 - 1083. 10.1126/science.1144298. Gold open access

Moutoussis, M; Williams, J; Dayan, P; Bentall, RP; (2007) Persecutory delusions and the conditioned avoidance paradigm: towards an integration of the psychology and biology of paranoia. Cogn Neuropsychiatry , 12 (6) 495 - 510. 10.1080/13546800701566686.

Niv, Y; Daw, ND; Joel, D; Dayan, P; (2007) Tonic dopamine: opportunity costs and the control of response vigor. PSYCHOPHARMACOLOGY , 191 (3) 507 - 520. 10.1007/s00213-006-0502-4.

Petreska, B; Adriani, M; Blanke, O; Billard, AG; (2007) Apraxia: a review. FROM ACTION TO COGNITION , 164 61 - 83. 10.1016/S0079-6123(07)64004-7.

Roudi, Y; Latham, PE; (2007) A balanced memory network. PLOS COMPUT BIOL , 3 (9) , Article e141. 10.1371/journal.pcbi.0030141.eor. Green and gold open access

Roudi, Y; Latham, PE; (2007) A balanced memory network. PLoS Comput Biol , 3 (9) 1679 - 1700. 10.1371/journal.pcbi.0030141. Gold open access

Schwartz, O; Hsu, A; Dayan, P; (2007) Erratum: Space and time in visual context (Nature Reviews Neuroscience (2007) 8, (522-535)). Nature Reviews Neuroscience , 8 (11) 883 - 883. 10.1038/nrn2259.

Schwartz, O; Hsu, A; Dayan, P; (2007) Space and time in visual context. NAT REV NEUROSCI , 8 (7) 522 - 535. 10.1038/nrn2155.

Seymour, B; Daw, N; Dayan, P; Singer, T; Dolan, R; (2007) Differential encoding of losses and gains in the human striatum. J NEUROSCI , 27 (18) 4826 - 4831. 10.1523/JNEUROSCI.0400-07.2007. Gold open access

Song, L; Bedo, J; Borgwardt, K; Gretton, A; Smola, A; (2007) Gene Selection via the BAHSIC Family of Algorithms. Bioinformatics (ISMB) , 23 , Article 13.

Turner, R; Sahani, M; (2007) A maximum-likelihood interpretation for slow feature analysis. NEURAL COMPUT , 19 (4) 1022 - 1038.

Yu, BM; Kemere, C; Santhanam, G; Afshar, A; Ryu, SI; Meng, TH; ... Shenoy, KV; + view all (2007) Mixture of trajectory models for neural decoding of goal-directed movements. J NEUROPHYSIOL , 97 (5) 3763 - 3780. 10.1152/jn.00482.2006.

Book chapter

Gretton, A; Borgwardt, K; Rasch, M; Schoelkopf, B; Smola, A; (2007) A Kernel Approach to Comparing Distributions. In: Holte, R and Howe, A, (eds.) Proceedings of the 22nd AAAI Conference on Artificial Intelligence. (1637-1641 - 1637-1641). AAAI Press

Huang, J; Smola, A; Gretton, A; Borgwardt, K; Schoelkopf, B; (2007) Correcting Sample Selection Bias by Unlabeled Data. In: Schoelkopf, B and Platt, J and Hoffman, T, (eds.) Advances in Neural Information Processing Systems 19. (601 - 608). MIT Press: Cambridge, MA.

Proceedings paper

Sejdinovic, D; Vukobratovic, D; Doufexi, A; Senk, V; Piechocki, RJ; (2007) Expanding window fountain codes for unequal error protection. In: Matthews, MB, (ed.) CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5. (pp. 1020 - 1024). IEEE

Ahrens, MB; Paninski, L; Petersen, R; Linden, JF; Sahani, M; (2007) Multilinear neural encoding models capture nonlinearities and contextual influences in cortical responses. In: Computational and Systems Neuroscience Abstracts. (pp. II-19 - ?).

Ahrens, MB; Sahani, M; (2007) Auditory alerts caused by changes in unattended sounds. In: COSYNE 2007. (pp. III-97 - ?).

Berkes, P; Turner, RE; Sahani, M; (2007) Simple and complex cells as style and content variables in a bilinear model based on temporal stability. In: COSYNE 2007. (pp. II-111 - ?).

Cai, JF; Lee, WS; Teh, YW; (2007) Improving Word Sense Disambiguation Using Topic Features. In: Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-coNLL). (pp. 1015–1023 - 1015–1023).

Cai, JF; Lee, WS; Teh, YW; (2007) NUS-ML: Improving Word Sense Disambiguation Using Topic Features. In: (Proceedings) Proceedings of the International Workshop on Semantic Evaluations.

Chieu, HL; Lee, WS; Teh, YW; (2007) Cooled and Relaxed Survey Propagation for MRFs. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) NIPS. Curran Associates, Inc.

Cook, J; Sutskever, I; Mnih, A; Hinton, GE; (2007) Visualizing Similarity Data with a Mixture of Maps. In: Journal of Machine Learning Research - Proceedings Track. (pp. 67 - 74).

Gerwinn, S; Macke, JH; Seeger, M; Bethge, M; (2007) Bayesian Inference for Spiking Neuron Models with a Sparsity Prior. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) NIPS. Curran Associates, Inc.

Gilja, V; Santhanam, G; Linderman, MD; Afshar, A; Ryu, SI; Meng, TH; ... Shenoy, KV; + view all (2007) Optimizing spike sorting for brain computer interfaces with non-stationary waveforms. In: Soc. Neurosci. Abs. (pp. 728.1 - ?).

Huys, Q; Dayan, P; (2007) Optimal learning: a route to depression? In: (Proceedings) Computational Systems Neuroscience (CoSyNe).

Huys, QJM; Zemel, RS; Natarajan, R; Dayan, P; (2007) Fast population coding. In: NEURAL COMPUT. (pp. 404 - 441). M I T PRESS

Jegelka, S; Gretton, A; (2007) Brisk Kernel ICA. In: Bottou, L and Chapelle, O and DeCoste, D and Weston, J, (eds.) Large Scale Kernel Machines. (pp. 225 - 250). MIT Press

Kurihara, K; Welling, M; Teh, YW; (2007) Collapsed Variational Dirichlet Process Mixture Models. In: Veloso, MM, (ed.) 20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-07), PROCEEDINGS. (pp. 2796 - 2801). IJCAI-INT JOINT CONF ARTIF INTELL

Lücke, J; (2007) A Dynamical Model for Receptive Field Self-Organization in V1 Cortical Columns. In: Marques de Sá, J and et, A, (eds.) LNCS. (pp. 389 - 398). Springer-Verlag

Lücke, J; Keck, C; Wolfrum, P; Wolff, C; Bouecke, JD; and v d Malsburg, C; (2007) Neural Feature Layers Can Establish Correspondences In Physiological Time. In: COSYNE 2007. (pp. page - 305).

Lücke, J; Sahani, M; (2007) Learning in a Generative Model with Competitive Combination Is Approximated by (Soft-)WTA Networks. In: COSYNE 2007. (pp. II-13 - ?).

Lengyel, M; Dayan, P; (2007) Uncertainty, phase and oscillatory hippocampal recall. In: Advances in Neural Information Processing Systems. (pp. 833 - 840).

Lim, YJ; Teh, YW; (2007) Variational Bayesian Approach to Movie Rating Prediction. In: (Proceedings) KDD Cup and Workshop.

Linden, JF; Christianson, GB; Sahani, M; (2007) Linear modelling of non-linear response functions: stimulus-specific STRFs without adaptation. In: Computational and Systems Neuroscience Abstracts. (pp. II-101 - ?).

Lucke, J; Sahani, M; (2007) Generalized softmax networks for non-linear component extraction. In: MarquesDeSa, J and Alexandre, LA and Duch, W and Mandic, DP, (eds.) Artificial Neural Networks - ICANN 2007, Pt 1, Proceedings. (pp. 657 - 667). SPRINGER-VERLAG BERLIN

Macke, JH; Zeck, G; Bethge, M; (2007) Receptive Fields without Spike-Triggering. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) NIPS. Curran Associates, Inc.

Mnih, A; Hinton, GE; (2007) Three new graphical models for statistical language modelling. In: Ghahramani, Z, (ed.) ICML. (pp. 641 - 648). ACM

Prince, SJD; Aghajanian, J; Mohammed, U; Sahani, M; (2007) Latent identity variables: Biometric matching without explicit identity estimation. In: Lee, SW and Li, SZ, (eds.) Advances in Biometrics, Proceedings. (pp. 424 - 434). SPRINGER-VERLAG BERLIN

Robinson, B; Ahrens, MB; Dean, I; McAlpine, D; Sahani, M; (2007) Adaptation to the Statistics of Sound Frequency in Mammalian Inferior Colliculus. In: Assoc. Res. Otolaryngol. Abs. (pp. 1133 - ?).

Salakhutdinov, R; Mnih, A; (2007) Probabilistic Matrix Factorization. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) NIPS. Curran Associates, Inc.

Salakhutdinov, R; Mnih, A; Hinton, GE; (2007) Restricted Boltzmann machines for collaborative filtering. In: Ghahramani, Z, (ed.) ICML. (pp. 791 - 798). ACM

Shen, H; Jegelka, S; Gretton, A; (2007) Fast Kernel ICA using an Approximate Newton Method. In: AISTATS 11. (pp. 476 - 483).

Smola, A; Gretton, A; Song, L; Schoelkopf, B; (2007) A Hilbert Space Embedding for Distributions. In: Algorithmic Learning Theory: 18th International Conference. (pp. 13 - 31). Springer-Verlag: Berlin/Heidelberg.

Song, L; Smola, A; Gretton, A; Borgwardt, K; (2007) A dependence maximization view of clustering. In: Sammut, C and Ghahramani, Z, (eds.) International Conference on Machine Learning.

Song, L; Smola, A; Gretton, A; Borgwardt, K; Bedo, J; (2007) Supervised Feature Selection via Dependence Estimation. In:

Teh, YW; Görür, D; Ghahramani, Z; (2007) Stick-breaking Construction for the Indian Buffet Process. In: (Proceedings) Proceedings of the International Conference on Artificial Intelligence and Statistics.

Teh, YW; III, HD; Roy, DM; (2007) Bayesian Agglomerative Clustering with Coalescents. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) NIPS. Curran Associates, Inc.

Teh, YW; Kurihara, K; Welling, M; (2007) Collapsed Variational Inference for HDP. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) NIPS. Curran Associates, Inc.

Turner, RE; Sahani, M; (2007) Modeling sounds with Gaussian modulation cascade processes. In: COSYNE 2007. (pp. III-98 - ?).

Turner, RE; Sahani, M; (2007) Probabilistic amplitude demodulation. In: Davies, ME and James, CJ and Abdallah, SA and Plumbley, MD, (eds.) Independent Component Analysis and Signal Separation, Proceedings. (pp. 544 - 551). SPRINGER-VERLAG BERLIN

Whiteley, LE; Sahani, M; (2007) A unifying probabilistic computational framework for attention. In: COSYNE 2007. (pp. III-3 - ?).

Wiskott, L; Sprekeler, H; Berkes, P; (2007) Towards an analytical derivation of complex cell receptive field properties. In: Proc. 7th Meeting of the German Neuroscience Society. (pp. S12-2 - ?).


Görür, D; (2007) Nonparametric Bayesian Discrete Latent Variable Models for Unsupervised Learning. Doctoral thesis, UNSPECIFIED.

This list was generated on Sun Apr 20 04:39:34 2014 BST.