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Number of items: 72.
Article
| Beck, JM and Ma, WJ and Latham, PE and Pouget, A (2007) Probabilistic population codes and the exponential family of distributions. Progress in Brain Research , 165 509 - 519. |
| Beierholm, UR and Jacobsen, JCB and Holstein-Rathlou, NH and 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 and Wiskott, L (2007) Analysis and interpretation of quadratic models of receptive fields. Nature Protocols , 2 (2) 400 - 407. |
| Brooks, A and van der Zwan, R and Billard, A and Petreska, B and Clarke, S and Blanke, O (2007) Auditory motion affects visual biological motion processing. NEUROPSYCHOLOGIA , 45 (3) 523 - 530. 10.1016/j.neuropsychologia.2005.12.012. |
| Churchland, MM and Yu, BM and Sahani, M and 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 and Gallistel, CR and Gelman, R and 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. |
| Dayan, P (2007) Bilinearity, rules, and prefrontal cortex. Front Comput Neurosci , 1 1 - ?. 10.3389/neuro.10.001.2007. |
| Dayan, P (2007) BOOK REVIEW. Network 1 - 4. 10.1080/09548980701453006. |
| Fukumizu, K and Bach, F and Gretton, A (2007) Statistical Consistency of Kernel Canonical Correlation Analysis. J. Mach. Learn. Res. , 8 361 - 383. |
| Hassabis, D and Kumaran, D and 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. |
| Hassabis, D and Kumaran, D and Vann, SD and Maguire, EA (2007) Patients with hippocampal amnesia cannot imagine new experiences. P NATL ACAD SCI USA , 104 (5) 1726 - 1731. 10.1073/pnas.0610561104. |
| Hassabis, D and Maguire, EA (2007) Deconstructing episodic memory with construction. TRENDS COGN SCI , 11 (7) 299 - 306. 10.1016/j.tics.2007.05.001. |
| Hsu, AS and 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 and Zemel, RS and Natarajan R, D and P, (2007) Fast Population Coding. Neural Computation , 19 (2) 404 - 441. |
| Kording, KP and Beierholm, U and Ma, WJ and Quartz, S and Tenenbaum, JB and Shams, L (2007) Causal Inference in Multisensory Perception. PLOS ONE , 2 (9) , Article e943. 10.1371/journal.pone.0000943. |  |
| Kumaran, D and Hassabis, D and Spiers, HJ and Vann, SD and Vargha-Khadem, F and 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. |
| Kumaran, D. and Hassabis, D. and Spiers, H.J. and Vann, S.D. and Vargha-Khadem, F. and 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 and La Camera, G and Richmond, B (2007) Knowing without doing. NAT NEUROSCI , 10 (1) 15 - 17. 10.1038/nn0107-15. |
| Möller, C and Lücke, J and Zhu, J and Faustmann, PM and 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 and Petrovic, P and Marchant, JL and Hassabis, D and Weiskopf, N and Seymour, B and Dolan, RJ and Frith, CD (2007) When fear is near: Threat imminence elicits prefrontal-periaqueductal gray shifts in humans. SCIENCE , 317 (5841) 1079 - 1083. 10.1126/science.1144298. |
| Moutoussis, M and Williams, J and Dayan, P and 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 and Daw, ND and Joel, D and 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 and Adriani, M and Blanke, O and Billard, AG (2007) Apraxia: a review. FROM ACTION TO COGNITION , 164 61 - 83. 10.1016/S0079-6123(07)64004-7. |
| Roudi, Y and Latham, PE (2007) A balanced memory network. PLOS COMPUT BIOL , 3 (9) , Article e141. 10.1371/journal.pcbi.0030141.eor. |
| Roudi, Y and Latham, PE (2007) A balanced memory network. PLoS Comput Biol , 3 (9) 1679 - 1700. 10.1371/journal.pcbi.0030141. |
| Schwartz, O and Hsu, A and Dayan, P (2007) Space and time in visual context. NAT REV NEUROSCI , 8 (7) 522 - 535. 10.1038/nrn2155. |
| Seymour, B and Daw, N and Dayan, P and Singer, T and 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. |
| Song, L and Bedo, J and Borgwardt, K and Gretton, A and Smola, A (2007) Gene Selection via the BAHSIC Family of Algorithms. Bioinformatics (ISMB) , 23 , Article 13. |
| Turner, R and Sahani, M (2007) A maximum-likelihood interpretation for slow feature analysis. NEURAL COMPUT , 19 (4) 1022 - 1038. |
| Yu, BM and Kemere, C and Santhanam, G and Afshar, A and Ryu, SI and Meng, TH and Sahani, M and Shenoy, KV (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 and Borgwardt, K and Rasch, M and Schoelkopf, B and 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 and Smola, A and Gretton, A and Borgwardt, K and 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 and Vukobratovic, D and Doufexi, A and Senk, V and 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 and Paninski, L and Petersen, R and Linden, JF and 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 and Sahani, M (2007) Auditory alerts caused by changes in unattended sounds. In: COSYNE 2007. (pp. III-97 - ?). |
| Berkes, P and Turner, RE and 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 and Lee, WS and 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 and Lee, WS and Teh, YW (2007) NUS-ML: Improving Word Sense Disambiguation Using Topic Features. In: (Proceedings) Proceedings of the International Workshop on Semantic Evaluations. |
| Chieu, HL and Lee, WS and 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 and Sutskever, I and Mnih, A and Hinton, GE (2007) Visualizing Similarity Data with a Mixture of Maps. In: Journal of Machine Learning Research - Proceedings Track. (pp. 67 - 74). |
| Gerwinn, S and Macke, JH and Seeger, M and 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 and Santhanam, G and Linderman, MD and Afshar, A and Ryu, SI and Meng, TH and Sahani, M and Shenoy, KV (2007) Optimizing spike sorting for brain computer interfaces with non-stationary waveforms. In: Soc. Neurosci. Abs. (pp. 728.1 - ?). |
| Huys, Q and Dayan, P (2007) Optimal learning: a route to depression? In: (Proceedings) Computational Systems Neuroscience (CoSyNe). |
| Huys, QJM and Zemel, RS and Natarajan, R and Dayan, P (2007) Fast population coding. In: NEURAL COMPUT. (pp. 404 - 441). M I T PRESS |
| Jegelka, S and 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 and Welling, M and 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 and Keck, C and Wolfrum, P and Wolff, C and Bouecke, JD and and v d Malsburg, C (2007) Neural Feature Layers Can Establish Correspondences In Physiological Time. In: COSYNE 2007. (pp. page - 305). |
| Lücke, J and 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 and Dayan, P (2007) Uncertainty, phase and oscillatory hippocampal recall. In: Advances in Neural Information Processing Systems. (pp. 833 - 840). |
| Lim, YJ and Teh, YW (2007) Variational Bayesian Approach to Movie Rating Prediction. In: (Proceedings) KDD Cup and Workshop. |
| Linden, JF and Christianson, GB and 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 and 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 and Zeck, G and 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 and Hinton, GE (2007) Three new graphical models for statistical language modelling. In: Ghahramani, Z, (ed.) ICML. (pp. 641 - 648). ACM |
| Prince, SJD and Aghajanian, J and Mohammed, U and 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 and Ahrens, MB and Dean, I and McAlpine, D and Sahani, M (2007) Adaptation to the Statistics of Sound Frequency in Mammalian Inferior Colliculus. In: Assoc. Res. Otolaryngol. Abs. (pp. 1133 - ?). |
| Salakhutdinov, R and 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 and Mnih, A and Hinton, GE (2007) Restricted Boltzmann machines for collaborative filtering. In: Ghahramani, Z, (ed.) ICML. (pp. 791 - 798). ACM |
| Shen, H and Jegelka, S and Gretton, A (2007) Fast Kernel ICA using an Approximate Newton Method. In: AISTATS 11. (pp. 476 - 483). |
| Smola, A and Gretton, A and Song, L and 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 and Smola, A and Gretton, A and Borgwardt, K (2007) A dependence maximization view of clustering. In: Sammut, C and Ghahramani, Z, (eds.) International Conference on Machine Learning. |
| Song, L and Smola, A and Gretton, A and Borgwardt, K and Bedo, J (2007) Supervised Feature Selection via Dependence Estimation. In: |
| Teh, YW and Görür, D and 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 and III, HD and 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 and Kurihara, K and 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 and Sahani, M (2007) Modeling sounds with Gaussian modulation cascade processes. In: COSYNE 2007. (pp. III-98 - ?). |
| Turner, RE and 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 and Sahani, M (2007) A unifying probabilistic computational framework for attention. In: COSYNE 2007. (pp. III-3 - ?). |
| Wiskott, L and Sprekeler, H and 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 - ?). |
Thesis
| Görür, D (2007) Nonparametric Bayesian Discrete Latent Variable Models for Unsupervised Learning. Doctoral thesis, UNSPECIFIED. |