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Number of items: 81.
Article
| Ahrens, MB and Linden, JF and Sahani, M (2008) Nonlinearities and contextual influences in auditory cortical responses modeled with multilinear spectrotemporal methods. J NEUROSCI , 28 (8) 1929 - 1942. 10.1523/JNEUROSCI.3377-07.2008. |
| Ahrens, MB and Paninski, L and Sahani, M (2008) Inferring input nonlinearities in neural encoding models. NETWORK-COMP NEURAL , 19 (1) 35 - 67. 10.1080/09548980701813936. |
| Beck, JM and Ma, WJ and Kiani, R and Hanks, T and Churchland, AK and Roitman, J and Shadlen, MN and Latham, PE and Pouget, A (2008) Probabilistic population codes for Bayesian decision making. Neuron , 60 1142 - 1152. |
| Belitski, A and Gretton, A and Magri, C and Murayama, Y and Montemurro, M and Logothetis, N and Panzeri, S (2008) Low-Frequency Local Field Potentials and Spikes in Primary Visual Cortex Convey Independent Visual Information. Journal of Neuroscience , 28 , Article 22. |
| Christianson, GB and Sahani, M and Linden, JF (2008) The consequences of response nonlinearities for interpretation of spectrotemporal receptive fields. J NEUROSCI , 28 (2) 446 - 455. 10.1523/JNEUROSCI.1775-07.2007. |
| Dayan, P (2008) Simple substrates for complex cognition. Front Neurosci , 2 (2) 255 - 263. 10.3389/neuro.01.031.2008. |
| Dayan, P and Daw, ND (2008) Decision theory, reinforcement learning, and the brain. COGN AFFECT BEHAV NE , 8 (4) 429 - 453. 10.3758/CABN.8.4.429. |
| Dayan, P and Huys, QJM (2008) Serotonin, inhibition, and negative mood. PLOS COMPUT BIOL , 4 (2) , Article e4. 10.1371/journal.pcbi.0040004. |
| Dayan, P and Niv, Y (2008) Reinforcement learning: the good, the bad and the ugly. Curr Opin Neurobiol , 18 (2) 185 - 196. 10.1016/j.conb.2008.08.003. |
| De Lucia, M and Fritschy, J and Dayan, P and Holder, DS (2008) A novel method for automated classification of epileptiform activity in the human electroencephalogram-based on independent component analysis. MED BIOL ENG COMPUT , 46 (3) 263 - 272. 10.1007/s11517-007-0289-4. |
| Ganguli, S and Huh, D and Sompolinsky, H (2008) Memory traces in dynamical systems. Proc Natl Acad Sci U S A , 105 (48) 18970 - 18975. 10.1073/pnas.0804451105. |
| Grabska-Barwinska, A and von der Malsburg, C (2008) Establishment of a scaffold for orientation maps in primary visual cortex of higher mammals. J NEUROSCI , 28 (1) 249 - 257. 10.1523/JNEUROSCI.5514-06.2008. |
| Herrero, JL and Roberts, MJ and Delicato, LS and Gieselmann, MA and Dayan, P and Thiele, A (2008) Acetylcholine contributes through muscarinic receptors to attentional modulation in V1. NATURE , 454 (7208) 1110 - 1114. 10.1038/nature07141. |
| Ku, SP and Gretton, A and Macke, J and Logothetis, NK (2008) Comparison of pattern recognition methods in classifying high-resolution BOLD signals obtained at high magnetic field in monkeys. MAGNETIC RESONANCE IMAGING , 26 (7) 1007 - 1014. 10.1016/j.mri.2008.02.016. |
| Latham, PE and Lengyel, M (2008) Phase coding: Spikes get a boost from local fields. CURR BIOL , 18 (8) R349 - R351. 10.1016/j.cub.2008.02.062. |
| Lücke, J and Keck, C and von der Malsburg, C (2008) Rapid Convergence to Feature Layer Correspondences. Neural Computation , 20 (10) 2441 - 2463. 10.1162/neco.2008.06-07-539. |
| Lucke, J and Sahani, M (2008) Maximal causes for non-linear component extraction. J MACH LEARN RES , 9 1227 - 1267. |
| Macke, JH and Maack, N and Gupta, R and Denk, W and Scholkopf, B and Borst, A (2008) Contour-propagation algorithms for semi-automated reconstruction of neural processes. J NEUROSCI METH , 167 (2) 349 - 357. 10.1016/j.jneumeth.2007.07.021. |
| Moazzezi, R and Dayan, P (2008) Change-based inference for invariant discrimination. NETWORK-COMP NEURAL , 19 (3) 236 - 252. 10.1080/09548980802314917. |
| Moutoussis, M and Bentall, RP and Williams, J and Dayan, P (2008) A temporal difference account of avoidance learning. NETWORK-COMP NEURAL , 19 (2) 137 - 160. 10.1080/09548980802192784. |
| Moutoussis, M and Williams, J and Dayan, P and Bentall, RP (2008) Persecutory delusions and the conditioned avoidance paradigm: towards an integration of the psychology and biology of paranoia. Cognitive Neuropsychiatry , 2007 (12) 495 - 510. |
| Natarajan, R and Huys, QJM and Dayan, P and Zemel, RS (2008) Encoding and decoding spikes for dynamic stimuli. NEURAL COMPUT , 20 (9) 2325 - 2360. |
| Rasch, M and Gretton, A and Murayama, Y and Maass, W and Logothetis, N (2008) Inferring Spike Trains From Local Field Potentials. Journal of Neurophysiology , 99 1461 - 1476. |
| Roudi, YAT and A, (2008) Representing <i> where </i> along with <i> what </i> information in a model of a cortical patch. PLoS Computational Biology , 4 (3) |
| Talmi, D and Seymour, B and Dayan, P and Dolan, RJ (2008) Human pavlovian-instrumental transfer. J NEUROSCI , 28 (2) 360 - 368. 10.1523/JNEUROSCI.4028-07.2008. |
| Whiteley, L and Sahani, M (2008) Implicit knowledge of visual uncertainty guides decisions with asymmetric outcomes. J VISION , 8 (3) , Article 2. 10.1167/8.3.2. |
| Whiteley, L and Spence, C and Haggard, P (2008) Visual processing and the bodily self. ACTA PSYCHOL , 127 (1) 129 - 136. 10.1016/j.actpsy.2007.03.005. |
| Wittmann, BC and Daw, ND and Seymour, B and Dolan, RJ (2008) Striatal activity underlies novelty-based choice in humans. NEURON , 58 (6) 967 - 973. 10.1016/j.neuron.2008.04.027. |
| Wolfrum, P and Wolff, C and Lücke, J and von der Marsburg, C (2008) A Recurrent Dynamic Model for Correspondence-Based Face Recognition. Journal of Vision |
| Wozny, DR and Beierholm, UR and Shams, L (2008) Human trimodal perception follows optimal statistical inference. J VISION , 8 (3) , Article 24. 10.1167/8.3.24. |
| Xu, H and Dayan, P and Lipkin, RM and Qian, N (2008) Adaptation across the cortical hierarchy: Low-level curve adaptation affects high-level facial-expression judgments. J NEUROSCI , 28 (13) 3374 - 3383. 10.1523/JNEUROSCI.0182-08.2008. |
Book chapter
| Gretton, A and Borgwardt, K and Rasch, MJ and Scholkopf, B and Smola, AJ (2008) A Kernel Method for the Two-Sample Problem. In: UNSPECIFIED |
| Gretton, A and Fukumizu, K and Teo, CH and Song, L and Schoelkopf, B and Smola, A (2008) A Kernel Statistical Test of Independence. In: Platt, JC and Koller, D and Singer, Y and Roweis, S, (eds.) Advances in Neural Information Processing Systems 20. MIT Press: Cambridge, MA. |
| Richmond, BJ and LaCamera, G and Lerchner, A and Minamimoto, T (2008) When Is It Worth Working: Calculating the Motivational Value of Working. In: Wang, R and Gu, F and Shen, E, (eds.) UNSPECIFIED (323 - 325). HUMANA PRESS INC |
| Song, L and Smola, A and Borgwardt, K and Gretton, A (2008) Colored Maximum Variance Unfolding. In: Platt, JC and Koller, D and Singer, Y and Roweis, S, (eds.) Advances in Neural Information Processing Systems 20. MIT Press: Cambridge, MA. |
Proceedings paper
| Sejdinovic, D and Piechocki, RJ and Doufexi, A and Ismail, M (2008) Fountain coding with decoder side information. In: 2008 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, PROCEEDINGS, VOLS 1-13. (pp. 4477 - 4482). IEEE |
| Sejdinovic, D and Piechocki, RJ and Doufexi, A and Ismail, M (2008) Rate adaptive binary erasure quantization with dual fountain codes. In: GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE. (pp. ? - ?). IEEE |
| Sejdinovic, D and Ponnampalam, V and Piechocki, RJ and Doufexi, A (2008) The throughput analysis of different IR-HARQ schemes based on fountain codes. In: WCNC 2008: IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-7. (pp. 267 - 272). IEEE |
| Vukobratovic, D and Stankovic, V and Sejdinovic, D and Stankovic, L and Xiong, ZX (2008) EXPANDING WINDOW FOUNTAIN CODES FOR SCALABLE VIDEO MULTICAST. In: 2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4. (pp. 77 - 80). IEEE |
| Afshar, A and Yu, BM and Santhanam, G and Ryu, SI and Shenoy, KV and Sahani, M (2008) Evidence for smooth and inertial dynamics in the evolution of neural state. In: Soc. Neurosci. Abs. (pp. 319.8 - ?). |
| Ahrens, MB and Sahani, M (2008) A new framework for the perception of elapsed time replicates stimulus-driven expansion and contraction of apparent duration. In: Soc. Neurosci. Abs. (pp. 21.2 - ?). |
| Ahrens, MB and Sahani, M (2008) Timing based on stochastic neural and sensory processes. In: COSYNE 2008. (pp. 112 - ?). |
| Ahrens, MB and Sahani, M (2008) Inferring Elapsed Time from Stochastic Neural Processes. In: Platt, J and Koller, D and Singer, Y and Roweis, S, (eds.) (Proceedings) Advances in Neural Information Processing. MIT Press: Cambridge, MA. |
| Berkes, P and Turner, RE and Sahani, M (2008) On Sparsity and Overcompleteness in Image Models. In: Platt, J and Koller, D and Singer, Y and Roweis, S, (eds.) (Proceedings) Advances in Neural Information Processing Systems. MIT Press: Cambridge, MA. |
| Blaschko, M and Lampert, C and Gretton, A (2008) Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis. In: Machine Learning and Knowledge Discovery in Databases: European Conference. (pp. 133 - 145). Springer-Verlag: Berlin/Heidelberg. |
| Borgwardt, K and Yan, X and Thoma, M and Cheng, H and Gretton, A and Song, L and Smola, A and Han, J and Yu, P and Kriegel, H-P (2008) Combining near-optimal feature selection with gSpan. In: Workshop on Mining and Learning with Graphs. |
| Cunningham, JP and Shenoy, KV and Sahani, M (2008) UNSPECIFIED In: (Proceedings) ICML ’08: Proceedings of the 25th International Conference on Machine Learning. ACM: New York, NY. |
| Cunningham, JP and Yu, BM and Gilja, V and Ryu, SI and Shenoy, KV and Sahani, M (2008) Toward Optimal Estimates of Neural Firing Rates from Spike Trains. In: Soc. Neurosci. Abs. (pp. 862.10 - ?). |
| Cunningham, JP and Yu, BM and Shenoy, KV and Sahani, M (2008) Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes. In: Platt, J and Koller, D and Singer, Y and Roweis, S, (eds.) (Proceedings) Advances in Neural Information Processing Systems. MIT Press: Cambridge, MA. |
| Fleming, S and Whiteley, LE and Hulme, OJ and Sahani, M and Dolan, R (2008) Networks for integrating sensory evidence and value in the human brain. In: Abstracts - Society for Neuroscience. (pp. 875.18 - ?). |
| Fukumizu, K and Gretton, A and Sun, X and Schoelkopf, B (2008) Kernel Measures of Conditional Dependence. In: Advances in Neural Information Processing Systems 20. (pp. 489 - 496). MIT Press: Cambridge, MA. |
| Gael, JV and Saatci, Y and Teh, YW and Ghahramani, Z (2008) Beam sampling for the infinite hidden Markov model. In: Cohen, WW and McCallum, A and Roweis, ST, (eds.) ICML. (pp. 1088 - 1095). ACM |
| Gael, JV and Teh, YW and Ghahramani, Z (2008) The Infinite Factorial Hidden Markov Model. In: Koller, D and Schuurmans, D and Bengio, Y and Bottou, L, (eds.) NIPS. (pp. 1697 - 1704). Curran Associates, Inc. |
| Gasthaus, J and Wood, F and Görür, D and Teh, YW (2008) Dependent Dirichlet Process Spike Sorting. In: Koller, D and Schuurmans, D and Bengio, Y and Bottou, L, (eds.) NIPS. (pp. 497 - 504). Curran Associates, Inc. |
| Görür, D and Teh, YW (2008) An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering. In: Koller, D and Schuurmans, D and Bengio, Y and Bottou, L, (eds.) NIPS. (pp. 521 - 528). Curran Associates, Inc. |
| Gretton, A and Gyorfi, L (2008) Nonparametric Independence Tests: Space Partitioning and Kernel Approaches. In: Algorithmic Learning Theory: 19th International Conference. (pp. 183 - 198). Springer-Verlag: Berlin/Heidelberg. |
| Gretton, A and Smola, A and Huang, J and Schmittfull, M and Borgwardt, K and Schoelkopf, B (2008) Dataset Shift in Machine Learning. In: nonero-Candela, JQ and Sugiyama, M and Schwaighofer, A and Lawrence, N, (eds.) Covariate Shift and Local Learning by Distribution Matching. (pp. 131 - 160). MIT Press: Cambridge, MA. |
| Hehrmann, P and Dean, I and Ahrens, MB and Harper, NS and McAlpine, D and Sahani, M (2008) Level-distribution-related changes in IC responses: adaptation or instantaneous non-linearity? In: COSYNE 2008. (pp. 27 (I-19) - ?). |
| Hehrmann, P and Dean, I and Ahrens, MB and Harper, NS and McAlpine, D and Sahani, M (2008) Separating the Impact of Non-Linearity and Parameter Change on Stimulus-Dependent Adaptation. In: Assoc. Res. Otolaryngol. Abs. (pp. 949 - ?). |
| Mnih, A and Hinton, GE (2008) A Scalable Hierarchical Distributed Language Model. In: Koller, D and Schuurmans, D and Bengio, Y and Bottou, L, (eds.) NIPS. (pp. 1081 - 1088). Curran Associates, Inc. |
| Peters, J and Janzing, D and Gretton, A and Schoelkopf, B (2008) Kernel Methods for Detecting the Direction of Time Series. In: Proccedings of the 32nd Annual Conference of the German Classification Society. Springer |
| Petreska, B and Yovel, Y (2008) A Neural Model of Demyelination of the Mouse Spinal Cord. In: 2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8. (pp. 2538 - 2544). IEEE |
| Pillow, JW and Latham, P (2008) Neural characterization in partially observed populations of spiking neurons. In: (Proceedings) Advances in Neural Information Processing Systems. MIT Press: Cambridge, MA. |
| Quon, G and Teh, YW and Chan, ET and Hughes, TR and Brudno, M and Morris, Q (2008) A mixture model for the evolution of gene expression in non-homogeneous datasets. In: Koller, D and Schuurmans, D and Bengio, Y and Bottou, L, (eds.) NIPS. (pp. 1297 - 1304). Curran Associates, Inc. |
| Roy, DM and Teh, YW (2008) The Mondrian Process. In: Koller, D and Schuurmans, D and Bengio, Y and Bottou, L, (eds.) NIPS. (pp. 1377 - 1384). Curran Associates, Inc. |
| Sahani, M and Ahrens, MB and Linden, JF (2008) Contextual effects in neuronal responses to complex acoustic stimuli differ between areas A1 and AAF. In: Society for Neuroscience Abstracts. (pp. 68.1 - ?). |
| Salakhutdinov, R and Mnih, A (2008) Bayesian probabilistic matrix factorization using Markov chain Monte Carlo. In: Cohen, WW and McCallum, A and Roweis, ST, (eds.) ICML. (pp. 880 - 887). ACM |
| Santhanam, G and Yu, BM and Gilja, V and Ryu, SI and Afshar, A and Sahani, M and Shenoy, KV (2008) A Factor-Analysis decoder for high-performance neural prostheses. In: 2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12. (pp. 5208 - 5211). IEEE |
| Song, L and Zhang, X and Smola, A and Gretton, A and Schoelkopf, B (2008) Tailoring Density Estimation via Reproducing Kernel Moment Matching. In: International Conference on Machine Learning. |
| Sriperumbudur, B and Gretton, A and Fukumizu, K and Lanckriet, G and Schoelkopf, B (2008) Injective Hilbert Space Embeddings of Probability Measures. In: Proceedings of the 21st Annual Conference on Learning Theory. (pp. 111-122 - 111-122). Omnipress: Madison, WI. |
| Turner, RE and Berkes, P and Sahani, M (2008) Finding the optimal sparse, overcomplete model for natural images by model selection. In: COSYNE 2008. (pp. 264 (III-3 - ?). |
| Turner, RE and Sahani, M (2008) Probabilistic auditory scene analysis from natural statistics. In: COSYNE 2008. (pp. 140 (II-21 - ?). |
| Turner, RE and Sahani, M (2008) Modeling Natural Sounds with Modulation Cascade Processes. In: Platt, J and Koller, D and Singer, Y and Roweis, S, (eds.) (Proceedings) Advances in Neural Information Processing Systems. MIT Press: Cambridge, MA. |
| Welling, M and Teh, YW and Kappen, B (2008) Hybrid Variational/Gibbs Collapsed Inference in Topic Models. In: McAllester, DA and Myllymäki, P, (eds.) UAI. (pp. 587 - 594). AUAI Press |
| Whiteley, LE and Sahani, M (2008) Attention resolves the effects of a computational bottleneck: modelling binding, precueing, and task-driven bias. In: COSYNE 2008. (pp. 106 (I-98) - ?). |
| Yu, BM and Cunningham, JP and Santhanam, G and Ryu, SI and Shenoy, KV and Sahani, M (2008) Gaussian process factor analysis for low-dimensional single-trial analysis of neural population activity. In: Soc. Neurosci. Abs. (pp. 319.9 - ?). |
| Yu, BM and Cunningham, JP and Shenoy, KV and Sahani, M (2008) Neural Decoding of Movements: From Linear to Nonlinear Trajectory Model. In: (Proceedings) Neural Information Processing - ICONIP 2007, Proceedings, Part I. (pp. 586 - 595). |
| Yu, BM and Cunningham, JP and Shenoy, KV and Sahani, M (2008) Neural decoding of movements: From linear to nonlinear trajectory models. In: Ishikawa, M and Doya, K and Miyamoto, H and Yamakawa, T, (eds.) NEURAL INFORMATION PROCESSING, PART I. (pp. 586 - 595). SPRINGER-VERLAG BERLIN |
| Yuecheng, Z and Mnih, A and Hinton, GE (2008) Improving a statistical language model by modulating the effects of context words. In: ESANN. (pp. 493 - 498). |
Report
| Blaschko, M and Gretton, A (2008) Taxonomy Inference Using Kernel Dependence Measures. |
| Gretton, A and Borgwardt, K and Rasch, M and Schoelkopf, B and Smola, A (2008) A Kernel Method for the Two Sample Problem. |