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Number of items: 82.

Article

Ahrens, MB; Linden, JF; 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; Paninski, L; Sahani, M; (2008) Inferring input nonlinearities in neural encoding models. NETWORK-COMP NEURAL , 19 (1) 35 - 67. 10.1080/09548980701813936.

Beck, JM; Ma, WJ; Kiani, R; Hanks, T; Churchland, AK; Roitman, J; ... Pouget, A; + view all (2008) Probabilistic population codes for Bayesian decision making. Neuron , 60 1142 - 1152.

Belitski, A; Gretton, A; Magri, C; Murayama, Y; Montemurro, M; Logothetis, N; Panzeri, S; (2008) Low-Frequency Local Field Potentials and Spikes in Primary Visual Cortex Convey Independent Visual Information. Journal of Neuroscience , 28 , Article 22. Green open access
file

Christianson, GB; Sahani, M; 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. Gold open access

Dayan, P; 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; Huys, QJM; (2008) Serotonin, inhibition, and negative mood. PLoS Computational Biology , 4 (2) , Article e4. 10.1371/journal.pcbi.0040004. Green and gold open access
file

Dayan, P; 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; Fritschy, J; Dayan, P; 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; Huh, D; 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; 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; Roberts, MJ; Delicato, LS; Gieselmann, MA; Dayan, P; Thiele, A; (2008) Acetylcholine contributes through muscarinic receptors to attentional modulation in V1. NATURE , 454 (7208) 1110 - 1114. 10.1038/nature07141.

Ku, SP; Gretton, A; Macke, J; 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; 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; Keck, C; 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; Sahani, M; (2008) Maximal causes for non-linear component extraction. J MACH LEARN RES , 9 1227 - 1267. Gold open access

Macke, JH; Maack, N; Gupta, R; Denk, W; Scholkopf, B; 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; Dayan, P; (2008) Change-based inference for invariant discrimination. NETWORK-COMP NEURAL , 19 (3) 236 - 252. 10.1080/09548980802314917.

Moutoussis, M; Bentall, RP; Williams, J; Dayan, P; (2008) A temporal difference account of avoidance learning. NETWORK-COMP NEURAL , 19 (2) 137 - 160. 10.1080/09548980802192784.

Moutoussis, M; Williams, J; Dayan, P; 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; Huys, QJM; Dayan, P; Zemel, RS; (2008) Encoding and decoding spikes for dynamic stimuli. NEURAL COMPUT , 20 (9) 2325 - 2360.

Rasch, M; Gretton, A; Murayama, Y; Maass, W; Logothetis, N; (2008) Inferring Spike Trains From Local Field Potentials. Journal of Neurophysiology , 99 1461 - 1476.

Roudi, YAT; (2008) Representing Where along with What Information in a Model of a Cortical Patch. PLoS Computational Biology , 4 (3) 10.1371/journal.pcbi.1000012. Green and gold open access
file

Talmi, D; Seymour, B; Dayan, P; Dolan, RJ; (2008) Human pavlovian-instrumental transfer. J NEUROSCI , 28 (2) 360 - 368. 10.1523/JNEUROSCI.4028-07.2008. Gold open access

Whiteley, L; Sahani, M; (2008) Implicit knowledge of visual uncertainty guides decisions with asymmetric outcomes. J VISION , 8 (3) , Article 2. 10.1167/8.3.2. Gold open access

Whiteley, L; Spence, C; Haggard, P; (2008) Visual processing and the bodily self. ACTA PSYCHOL , 127 (1) 129 - 136. 10.1016/j.actpsy.2007.03.005.

Wittmann, BC; Daw, ND; Seymour, B; Dolan, RJ; (2008) Striatal activity underlies novelty-based choice in humans. NEURON , 58 (6) 967 - 973. 10.1016/j.neuron.2008.04.027. Gold open access

Wolfrum, P; Wolff, C; Lücke, J; von der Marsburg, C; (2008) A Recurrent Dynamic Model for Correspondence-Based Face Recognition. Journal of Vision Gold open access

Wozny, DR; Beierholm, UR; Shams, L; (2008) Human trimodal perception follows optimal statistical inference. J VISION , 8 (3) , Article 24. 10.1167/8.3.24. Gold open access

Xu, H; Dayan, P; Lipkin, RM; 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; Borgwardt, K; Rasch, MJ; Scholkopf, B; Smola, AJ; (2008) A Kernel Method for the Two-Sample Problem. In: UNSPECIFIED

Gretton, A; Fukumizu, K; Teo, CH; Song, L; Schoelkopf, B; 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; LaCamera, G; Lerchner, A; 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; Smola, A; Borgwardt, K; 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; Piechocki, RJ; Doufexi, A; 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; Piechocki, RJ; Doufexi, A; Ismail, M; (2008) Rate adaptive binary erasure quantization with dual fountain codes. In: GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE. (pp. ? - ?). IEEE

Sejdinovic, D; Ponnampalam, V; Piechocki, RJ; 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; Stankovic, V; Sejdinovic, D; Stankovic, L; 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; Yu, BM; Santhanam, G; Ryu, SI; Shenoy, KV; Sahani, M; (2008) Evidence for smooth and inertial dynamics in the evolution of neural state. In: Soc. Neurosci. Abs. (pp. 319.8 - ?).

Ahrens, MB; 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; Sahani, M; (2008) Timing based on stochastic neural and sensory processes. In: COSYNE 2008. (pp. 112 - ?).

Ahrens, MB; 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; Turner, RE; 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; Lampert, C; 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; Yan, X; Thoma, M; Cheng, H; Gretton, A; Song, L; ... Kriegel, H-P; + view all (2008) Combining near-optimal feature selection with gSpan. In: Workshop on Mining and Learning with Graphs.

Cunningham, JP; Shenoy, KV; Sahani, M; (2008) UNSPECIFIED In: (Proceedings) ICML ’08: Proceedings of the 25th International Conference on Machine Learning. ACM: New York, NY.

Cunningham, JP; Yu, BM; Gilja, V; Ryu, SI; Shenoy, KV; Sahani, M; (2008) Toward Optimal Estimates of Neural Firing Rates from Spike Trains. In: Soc. Neurosci. Abs. (pp. 862.10 - ?).

Cunningham, JP; Yu, BM; Shenoy, KV; 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; Whiteley, LE; Hulme, OJ; Sahani, M; Dolan, R; (2008) Networks for integrating sensory evidence and value in the human brain. In: Abstracts - Society for Neuroscience. (pp. 875.18 - ?).

Fukumizu, K; Gretton, A; Sun, X; 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; Saatci, Y; Teh, YW; 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; Teh, YW; 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; Wood, F; Görür, D; 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; 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; 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; Smola, A; Huang, J; Schmittfull, M; Borgwardt, K; 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.

Haruechaiyasak, C; Jitkrittum, W; Sangkeettrakarn, C; Damrongrat, C; (2008) Implementing news article category browsing based on text categorization technique. In: Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT’08. IEEE/WIC/ACM International Conference on. (pp. 143 - 146).

Hehrmann, P; Dean, I; Ahrens, MB; Harper, NS; McAlpine, D; Sahani, M; (2008) Level-distribution-related changes in IC responses: adaptation or instantaneous non-linearity? In: COSYNE 2008. (pp. 27 (I-19) - ?).

Hehrmann, P; Dean, I; Ahrens, MB; Harper, NS; McAlpine, D; 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; 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; Janzing, D; Gretton, A; 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; 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; 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; Teh, YW; Chan, ET; Hughes, TR; Brudno, M; 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; 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; Ahrens, MB; 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; 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; Yu, BM; Gilja, V; Ryu, SI; Afshar, A; Sahani, M; 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; Zhang, X; Smola, A; Gretton, A; Schoelkopf, B; (2008) Tailoring Density Estimation via Reproducing Kernel Moment Matching. In: International Conference on Machine Learning.

Sriperumbudur, B; Gretton, A; Fukumizu, K; Lanckriet, G; 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; Berkes, P; Sahani, M; (2008) Finding the optimal sparse, overcomplete model for natural images by model selection. In: COSYNE 2008. (pp. 264 (III-3 - ?).

Turner, RE; Sahani, M; (2008) Probabilistic auditory scene analysis from natural statistics. In: COSYNE 2008. (pp. 140 (II-21 - ?).

Turner, RE; 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; Teh, YW; 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; 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; Cunningham, JP; Santhanam, G; Ryu, SI; Shenoy, KV; 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; Cunningham, JP; Shenoy, KV; 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; Cunningham, JP; Shenoy, KV; 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; Mnih, A; Hinton, GE; (2008) Improving a statistical language model by modulating the effects of context words. In: ESANN. (pp. 493 - 498).

Report

Blaschko, M; Gretton, A; (2008) Taxonomy Inference Using Kernel Dependence Measures.

Gretton, A; Borgwardt, K; Rasch, M; Schoelkopf, B; Smola, A; (2008) A Kernel Method for the Two Sample Problem.

This list was generated on Sun Oct 19 08:21:47 2014 BST.