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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 pp. 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) pp. 400-407.

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

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

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

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.

Lőrincz, A; Szabo, Z; (2007) Neurally Plausible, Non-combinatorial Iterative Independent Process Analysis. Neurocomputing - Letters , 70 (7-9) 1569 - 1573. 10.1016/j.neucom.2006.10.145. Green open access

Moeller, C; Luecke, J; Zhu, J; Faustmann, PM; von der Malsburg, C; (2007) Glial cells for information routing? COGNITIVE SYSTEMS RESEARCH , 8 (1) pp. 28-35. 10.1016/j.cogsys.2006.07.001.

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.

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-. 10.1038/nrn2259.

Song, L; Bedo, J; Borgwardt, K; Gretton, A; Smola, A; (2007) Gene Selection via the BAHSIC Family of Algorithms. Bioinformatics (ISMB) , 23 (13) i490-i498.

Szabo, Z; Lőrincz, A; (2007) Independent Subspace Analysis can Cope with the ,,Curse of Dimensionality''. Acta Cybernetica , 18 pp. 213-221.

Szabo, Z; Lőrincz, A; (2007) Multilayer Kerceptron. Journal of Applied Mathematics , 24 209 - 222. Green open access

Szabo, Z; Póczos, B; Lőrincz, A; (2007) Undercomplete Blind Subspace Deconvolution. Journal of Machine Learning Research , 8 pp. 1063-1095.

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

Haruechaiyasak, C; Sangkeettrakarn, C; Jitkrittum, W; (2007) Managing offline educational web contents with search engine tools. In: Goh, DHL and Cao, TH and Solvberg, IT and Rasmussen, E, (eds.) UNSPECIFIED (444-+). SPRINGER-VERLAG BERLIN

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. (pp. 601-608). MIT Press: Cambridge, MA.

Proceedings paper

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

Ahrens, MB; Sahani, M; (2007) Auditory alerts caused by changes in unattended sounds. In: (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: (pp. II-111-).

Cai, JF; Lee, WS; Teh, YW; (2007) Improving Word Sense Disambiguation Using Topic Features. In: (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.) (pp. pp. 297-304). Curran Associates, Inc.

Cook, J; Sutskever, I; Mnih, A; Hinton, GE; (2007) Visualizing Similarity Data with a Mixture of Maps. In: Meila, M and Shen, X, (eds.) (pp. pp. 67-74). JMLR.org

Gerwinn, S; Macke, JH; Seeger, MW; 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.) (pp. pp. 529-536). Curran Associates, Inc.

Gilja, V; Santhanam, G; Linderman, MD; Afshar, A; Ryu, SI; Meng, TH; Sahani, M; (2007) Optimizing spike sorting for brain computer interfaces with non-stationary waveforms. In: (pp. 728.1-).

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

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

Lengyel, M; Dayan, P; (2007) Uncertainty, phase and oscillatory hippocampal recall. In: (pp. 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: (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

Luecke, J; (2007) A dynamical model for receptive field self-organization in V1 cortical columns. In: MarquesDeSa, J and Alexandre, LA and Duch, W and Mandic, D, (eds.) (Proceedings) 17th International Conference on Artificial Neural Networks (ICANN 2007). (pp. pp. 389-398). SPRINGER-VERLAG BERLIN

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: (pp. page-305).

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

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.) (pp. pp. 969-976). Curran Associates, Inc.

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

Póczos, B; Szabo, Z; Kiszlinger, M; Lőrincz, A; (2007) Independent Process Analysis without A Priori Dimensional Information. In: Davies, ME and James, CJ and Abdallah, SA and Plumbley, MD, (eds.) Independent Component Analysis and Signal Separation: Proceedings of the 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. (pp. 252 - 259). Springer-Verlag Heidelberg Green open access

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

Salakhutdinov, R; Mnih, A; (2007) Probabilistic Matrix Factorization. In: Platt, JC and Koller, D and Singer, Y and Roweis, ST, (eds.) (pp. pp. 1257-1264). Curran Associates, Inc.

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

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

Smola, A; Gretton, A; Song, L; Schoelkopf, B; (2007) A Hilbert Space Embedding for Distributions. In: (pp. 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.)

Szabo, Z; Póczos, B; Lőrincz, A; (2007) Undercomplete Blind Subspace Deconvolution via Linear Prediction. In: Kok, JN and Koronacki, J and Mantaras, RL and Matwin, S and Mladenic, D and Skowron, A, (eds.) Machine Learning: ECML 2007. Proceedings of the 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007. (pp. 740 - 747). Springer-Verlag, Berlin Heidelberg Green open access

Szabo, Z; Póczos, B; Szirtes, G; Lőrincz, A; (2007) Post Nonlinear Independent Subspace Analysis. In: Sa, JM and Alexandre, LA and Duch, W and Mandic, DP, (eds.) Artificial Neural Networks – ICANN 2007: Proceedings of the 17th International Conference, Porto, Portugal, September 9-13, 2007, Part I. (pp. 677 - 686). Springer-Verlag, Berlin Heidelberg Green open access

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.) (pp. pp. 1473-1480). 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.) (pp. pp. 1481-1488). Curran Associates, Inc.

Turner, RE; Sahani, M; (2007) Modeling sounds with Gaussian modulation cascade processes. In: (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: (pp. III-3-).

Wiskott, L; Sprekeler, H; Berkes, P; (2007) Towards an analytical derivation of complex cell receptive field properties. In: (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 15 02:08:01 2018 BST.