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bayesian method [150 articles]

Recent papers added to bayesian library classified by the tag method. You can also see everyone's method.
  • Testing a neural coding hypothesis using surrogate data.
    Journal of neuroscience methods (15 May 2008)
    by Yoshito Hirata, Yuichi Katori, Hidetoshi Shimokawa, Hideyuki Suzuki, Timothy A A Blenkinsop, Eric J J Lang, Kazuyuki Aihara
    posted to temporal rate method coding by bayesian on 2008-07-09 14:07:03 as ** along with 1 person fbaroni
  • Information measure for analyzing specific spiking patterns and applications to LGN bursts
    Network: Computation in Neural Systems, Vol. 19, No. 1. (2008), pp. 69-94.
    by Kate S Gaudry, Pamela Reinagel
    posted to temporal rate method lgn information burst by bayesian on 2008-07-07 10:26:36 as ** along with 1 person fbaroni
  • Analysis of dynamic brain imaging data.
    Biophys J, Vol. 76, No. 2. (February 1999), pp. 691-708.
    by PP Mitra, B Pesaran
    posted to method fourier by bayesian on 2008-06-26 16:35:04 as ** along with 7 people as3171 andreasloew balicea gane5h xinian diancu kperdue
  • What we can do and what we cannot do with fMRI
    Nature, Vol. 453, No. 7197. (12 June 2008), pp. 869-878.
    by Nikos K Logothetis
    posted to method fmri culture coding by bayesian on 2008-06-12 08:36:51 as ** along with 24 people and 1 group rcrane cpeysermd shoshin jclau kaniko ckases26 nkishan quianominorleo sen_cheng abominable demettt lgp101 mbolding suizan elv jddeng awooga davclark manabu-s balicea briordan nelmor kperdue kristina VisionLab
  • Weakly modulated spike trains: significance, precision, and correction for sample size.
    Journal of neurophysiology, Vol. 87, No. 5. (May 2002), pp. 2542-2554.
    by CP Hung, BM Ramsden, AW Roe
    posted to metric method coding bootstrap by bayesian on 2008-06-09 14:18:11 as **
  • Dimensionality reduction in neural models: an information-theoretic generalization of spike-triggered average and covariance analysis.
    J Vis, Vol. 6, No. 4. (2006), pp. 414-428.
    by JW Pillow, EP Simoncelli
    posted to visual stc method information coding by bayesian on 2008-06-03 16:16:02 as ** along with 1 person DavidSchulz
  • On the estimation of refractory period
    Journal of Neuroscience Methods, Vol. 171, No. 2. (30 June 2008), pp. 288-295.
    by David Hampel, Petr Lansky
    posted to poisson method by bayesian on 2008-05-19 09:18:20 as **
  • Analysis of Between-Trial and Within-Trial Neural Spiking Dynamics
    J Neurophysiol, Vol. 99, No. 5. (1 May 2008), pp. 2672-2693.
    by Gabriela Czanner, Uri T Eden, Sylvia Wirth, Marianna Yanike, Wendy A Suzuki, Emery N Brown
    posted to precision method dynamics by bayesian on 2008-05-14 12:38:42 as ** along with 2 people sen_cheng nelmor
  • On the Importance of Static Nonlinearity in Estimating Spatiotemporal Neural Filters With Natural Stimuli
    J Neurophysiol, Vol. 99, No. 5. (1 May 2008), pp. 2496-2509.
    by Tatyana O Sharpee, Kenneth D Miller, Michael P Stryker
    posted to visual v1 strf nonlinear naturalstatistics method coding by bayesian on 2008-05-14 12:38:28 as **
  • An introduction to kernel-based learning algorithms
    Neural Networks, IEEE Transactions on, Vol. 12, No. 2. (2001), pp. 181-201.
    by KR Muller, S Mika, G Ratsch, K Tsuda, B Scholkopf
    posted to kernel math method by bayesian on 2008-04-18 09:34:27 as ** along with 9 people i-stevenson jccaicedo grzegorz pliz mthomure zoop atbrew kozaki teesid
  • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    Neural Comp., Vol. 10, No. 5. (1 July 1998), pp. 1299-1319.
    by Bernhard Scholkopf, Alexander Smola, Klaus-Robert Muller
    posted to kernel math method by bayesian on 2008-04-18 09:34:04 as ** along with 2 people lauren teesid
  • Kernel Methods for Pattern Analysis
    (28 June 2004)
    by John Shawe-Taylor, Nello Cristianini
    posted to kernel math method by bayesian on 2008-04-17 12:09:04 as ** along with 13 people and 3 groups quianominorleo sb-3000 davidr nello MatMay lyongu klaudius filippone sdvillal ecome librain kozaki jung_dalglish Computational-Genomics Pattern-Analysis LTN
  • Could information theory provide an ecological theory of sensory processing?
    Network: Computation in Neural Systems, Vol. 3, No. 2. (May 1992), pp. 213-251.
    by Joseph Atick
    posted to coding information method by bayesian on 2008-04-11 14:21:18 as ** along with 1 person memming
  • Plant classification from bat-like echolocation signals.
    PLoS Comput Biol, Vol. 4, No. 3. (March 2008)
    by Y Yovel, MO Franz, P Stilz, HU Schnitzler
    posted to auditory bat cluster kernel method by bayesian on 2008-04-01 16:30:16 as ** along with 1 person salut_kathi
  • Measurement of variability dynamics in cortical spike trains.
    J Neurosci Methods (30 October 2007)
    by Martin P P Nawrot, Clemens Boucsein, Victor Rodriguez Molina, Alexa Riehle, Ad Aertsen, Stefan Rotter
    posted to isi method noise precision by bayesian on 2008-04-01 11:37:43 as ** along with 2 people fbaroni cja
  • Spectral Algorithms for Supervised Learning.
    Neural Comput (6 February 2008)
    by L Lo L Gerfo, L Rosasco, F Odone, E De D Vito, A Verri
    posted to learning math method by bayesian on 2008-03-31 14:54:46 as **
  • Spike train decoding without spike sorting.
    Neural Comput, Vol. 20, No. 4. (April 2008), pp. 923-963.
    by V Ventura
    posted to coding method spikesorting by bayesian on 2008-03-31 10:12:39 as **
  • Morphing rhesus monkey vocalizations
    Journal of Neuroscience Methods, Vol. 170, No. 1. (15 May 2008), pp. 45-55.
    by Subhojit Chakladar, Nikos K Logothetis, Christopher I Petkov
    posted to auditory coding method naturalstatistics by bayesian on 2008-03-29 11:37:53 as **
  • Inferring input nonlinearities in neural encoding models
    Network: Computation in Neural Systems, Vol. 19, No. 1. (2008), pp. 35-67.
    by Misha B Ahrens, Liam Paninski, Maneesh Sahani
    posted to coding method nonlinear sta by bayesian on 2008-03-23 16:19:29 as ** along with 2 people fbaroni sen_cheng
  • Dynamic I-v curves are reliable predictors of naturalistic pyramidal-neuron voltage traces.
    J Neurophysiol, Vol. 99, No. 2. (February 2008), pp. 656-666.
    by L Badel, S Lefort, R Brette, CC Petersen, W Gerstner, MJ Richardson
    posted to coding method model rf by bayesian on 2008-03-20 09:14:52 as ** along with 1 person fbaroni
  • Space-Clamp Problems When Voltage Clamping Neurons Expressing Voltage-Gated Conductances
    J Neurophysiol, Vol. 99, No. 3. (1 March 2008), pp. 1127-1136.
    by Dan Bar-Yehuda, Alon Korngreen
    posted to method by bayesian on 2008-03-20 08:36:23 as **
  • On multidimensional scaling and the embedding of self-organising maps
    Neural Networks, Vol. 21, No. 2-3. ( 2008), pp. 160-169.
    by Hujun Yin
    posted to ica method pca som by bayesian on 2008-03-19 11:50:47 as ** along with 1 person briordan
  • Feature selection, <i>L</i><sub>1</sub> vs. <i>L</i><sub>2</sub> regularization, and rotational invariance
    (2004)
    by Andrew Y Ng
    posted to math method perceptivefield by bayesian on 2008-03-12 11:34:09 as ** along with 2 people yaroslavvb mmunson
  • Classification objects, ideal observers & generative models
    Cognitive Science, Vol. 28, No. 2. ( 2004), pp. 227-239.
    by Cheryl Olman, Daniel Kersten
    posted to bayesian behaviour coding method perceptivefield visual by bayesian on 2008-03-12 09:41:57 as **
  • RAP: a new framework for visual categorization
    Trends in Cognitive Sciences, Vol. 6, No. 2. (1 February 2002), pp. 70-77.
    by Frederic Gosselin, Philippe G Schyns
    posted to behaviour coding method perceptivefield rf visual by bayesian on 2008-03-12 09:37:46 as **
  • Elements of Information Theory
    (12 August 1991)
    by Thomas M Cover, Joy A Thomas
    posted to book coding information math method by bayesian on 2008-03-11 13:23:16 as ** along with 14 people Hans45 abellogin michaelmampaey dpf ecome stanley yaroslavvb leidner BarrosH archroad infogrind kvorg pvfloripa zchen
  • A tutorial on kernel methods for categorization
    Journal of Mathematical Psychology, Vol. 51, No. 6. (December 2007), pp. 343-358.
    by F Jäkel, B Scholkopf, FA Wichmann
    posted to coding method by bayesian on 2008-02-26 09:15:08 as ** along with 1 person haiyeong
  • Nonlinearities and Contextual Influences in Auditory Cortical Responses Modeled with Multilinear Spectrotemporal Methods
    J. Neurosci., Vol. 28, No. 8. (20 February 2008), pp. 1929-1942.
    by Misha B Ahrens, Jennifer F Linden, Maneesh Sahani
    posted to adaptation auditory coding method nonlinear strf by bayesian on 2008-02-21 09:23:51 as ** along with 1 person and 1 group jillhuang VisionLab
  • Temporal receptive field estimation using wavelets
    Journal of Neuroscience Methods, Vol. 168, No. 2. (15 March 2008), pp. 450-464.
    by Alan B Saul
    posted to coding method sta by bayesian on 2008-02-08 17:23:39 as **
  • Exact Bayesian bin classification: a fast alternative to Bayesian classification and its application to neural response analysis
    Journal of Computational Neuroscience, Vol. 24, No. 1. (18 February 2008), pp. 21-35.
    by D Endres, P Földiák
    posted to coding method metric visual by bayesian on 2008-02-08 09:49:29 as **
  • On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields
    Neural Comp., Vol. 18, No. 8. (1 August 2006), pp. 1868-1895.
    by P Berkes, L Wiskott
    posted to method stc by bayesian on 2008-01-31 14:39:48 as **
  • Noise Propagation and Signaling Sensitivity in Biological Networks: A Role for Positive Feedback
    PLoS Computational Biology, Vol. 4, No. 1. (1 January 2008), e8.
    by Gil Hornung, Naama Barkai
    posted to coding feedback math method network noise by bayesian on 2008-01-23 12:49:28 as ** along with 1 person jyuh
  • Modeling methology for nonlinear physiological systems
    Annals of Biomedical Engineering, Vol. 25, No. 2. (13 March 1997), pp. 239-251.
    by Vasilis Marmarelis
    posted to method sta stc by bayesian on 2008-01-14 16:51:27 as **
  • The identification of nonlinear biological systems: Volterra kernel approaches
    Annals of Biomedical Engineering, Vol. 24, No. 4. (13 July 1996), pp. A250-A268.
    by Michael Korenberg, Ian Hunter
    posted to method sta stc by bayesian on 2008-01-14 16:47:24 as **
  • White-noise analysis of nonlinear behavior in an insect sensory neuron: Kernel and cascade approaches
    Biological Cybernetics, Vol. 58, No. 5. (1 April 1988), pp. 313-320.
    by MJ Korenberg, AS French, SKL Voo
    posted to method sta stc by bayesian on 2008-01-14 16:45:41 as **
  • A nonlinear cascade model for action potential encoding in an insect sensory neuron.
    Biophys J, Vol. 55, No. 4. (April 1989), pp. 655-661.
    by AS French, MJ Korenberg
    posted to method stc by bayesian on 2008-01-14 16:45:08 as **
  • How computational technique and spike train properties affect coherence detection
    Journal of Neuroscience Methods, Vol. 168, No. 1. (15 February 2008), pp. 212-223.
    by K Terry, L Griffin
    posted to fourier method phase precision by bayesian on 2008-01-12 18:04:16 as **
  • Classification of neuronal spikes over the reconstructed phase space
    Journal of Neuroscience Methods, Vol. 168, No. 1. (15 February 2008), pp. 203-211.
    by Hsiao-Lung Chan, Tony Wu, Shih-Tseng Lee, Shih-Chin Fang, Pei-Kuang Chao, Ming-An Lin
    posted to dynamics method spikesorting by bayesian on 2008-01-12 18:03:33 as **
  • The Consequences of Response Nonlinearities for Interpretation of Spectrotemporal Receptive Fields
    J. Neurosci., Vol. 28, No. 2. (9 January 2008), pp. 446-455.
    by Bjorn G Christianson, Maneesh Sahani, Jennifer F Linden
    posted to auditory coding method naturalstatistics nonlinear strf by bayesian on 2008-01-09 18:26:33 as **
  • Angewandte Statistik
    (02 November 2003)
    by Lothar Sachs
    posted to math method statistics by bayesian on 2008-01-07 10:13:00 as **
  • Analysis and interpretation of quadratic models of receptive fields.
    Nature Protocols, Vol. 2, No. 2. (2007), pp. 400-407.
    by P Berkes, L Wiskott
    posted to method stc by bayesian on 2007-11-29 15:56:20 as **
  • Spatial Structure of Complex Cell Receptive Fields Measured with Natural Images
    Neuron, Vol. 45, No. 5. (3 March 2005), pp. 781-791.
    by Jon Touryan, Gidon Felsen, Yang Dan
    posted to coding method naturalstatistics primate stc visual by bayesian on 2007-11-28 09:06:05 as **
  • Popper, Laws, and the Exclusion of Biology from Genuine Science
    Acta Biotheoretica, Vol. 55, No. 4. (20 December 2007), pp. 357-375.
    by David Stamos
    posted to culture method theory by bayesian on 2007-11-24 10:47:50 as **
  • Mean Instantaneous Firing Frequency Is Always Higher Than the Firing Rate
    Neural Comp., Vol. 16, No. 3. (1 March 2004), pp. 477-489.
    by Petr Lansky, Roger Rodriguez, Laura Sacerdote
    posted to coding culture method by bayesian on 2007-11-09 15:19:29 as ** along with 1 person nelmor
  • Enhanced neural discrimination of sensory stimuli using an adaptive spike distance.
    (2007)
    by Conor Houghton, Kamal Sen
    posted to coding dynamics method metric model by bayesian on 2007-10-29 19:00:02 as **
  • From response to stimulus: adaptive sampling in sensory physiology
    Current Opinion in Neurobiology, Vol. 17, No. 4. (August 2007), pp. 430-436.
    by Jan Benda, Tim Gollisch, Christian K Machens, Andreas VM Herz
    posted to coding information method strf by bayesian on 2007-10-29 09:21:07 as **
  • Using randomization techniques to analyse behavioural data
    Animal Behaviour, Vol. 51, No. 4. (April 1996), pp. 733-738.
    by Dean C Adams, Carl D Anthony
    posted to behaviour method metric signal by bayesian on 2007-10-29 09:18:10 as ** along with 4 people brian nelmor suizan Gus
  • Discriminant function analysis with nonindependent data: consequences and an alternative
    Animal Behaviour, Vol. 74, No. 4. (October 2007), pp. 965-976.
    by Roger Mundry, Christina Sommer
    posted to evolution method metric signal by bayesian on 2007-10-29 09:16:31 as **
  • BEHAVIOR:Communication Goes Multimodal
    Science, Vol. 283, No. 5406. (26 February 1999), pp. 1272-1273.
    by Sarah Partan, Peter Marler
    posted to evolution method multimodal signal by bayesian on 2007-10-26 16:26:12 as **
  • Correcting for the Sampling Bias Problem in Spike Train Information Measures
    J Neurophysiol, Vol. 98, No. 3. (1 September 2007), pp. 1064-1072.
    by Stefano Panzeri, Riccardo Senatore, Marcelo A Montemurro, Rasmus S Petersen
    posted to bias coding information method by bayesian on 2007-10-18 12:52:56 as ** along with 1 person nelmor
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