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DavidSchulz's dimensionality-reduction [19 articles]

Recent papers added to DavidSchulz's library classified by the tag dimensionality-reduction. You can also see everyone's dimensionality-reduction.
  • High-dimensional data analysis: the curses and blessings of dimensionality
    Conference of the American Mathematical Society (6 August 2000)
    by Dhigh-Dimensional Donoho
    posted to case1 dimensionality-reduction by DavidSchulz on 2008-01-16 16:52:46 as **
  • Experimental Evaluation of Latent Variable Models for Dimensionality Reduction
    by Miguel, Steve Renals
    posted to dimensionality-reduction latent-variable by DavidSchulz on 2007-12-04 18:19:51 as ***
  • A dimension reduction approach to space-time Kalman filtering
    (1999)
    by C Wikle, N Cressie
    posted to dimensionality-reduction kalman-filter temporal by DavidSchulz on 2007-12-04 17:30:05 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 dimensionality-reduction neural_dynamics neural-encoding by DavidSchulz on 2007-12-04 17:24:24 as ***
  • A spatio-temporal extension to Isomap nonlinear dimension reduction
    (2004)
    by Odest C Jenkins, Maja J Matari&\#263;
    posted to dimensionality-reduction isomap nonlinear temporal by DavidSchulz on 2007-12-04 17:07:33 as **** along with 1 person pthimon
  • A self-organizing principle for learning nonlinear manifolds
    Proceedings of the National Academy of Sciences, Vol. 99, No. 25. (10 December 2002), pp. 15869-15872.
    by Dimitris K Agrafiotis, Huafeng Xu
    posted to dimensionality-reduction nonlinear by DavidSchulz on 2007-12-04 17:03:54 as ** along with 1 group GomezLab
  • A global geometric framework for nonlinear dimensionality reduction.
    Science, Vol. 290, No. 5500. (22 December 2000), pp. 2319-2323.
    by JB Tenenbaum, V de Silva, JC Langford
    posted to dimensionality-reduction nonlinear by DavidSchulz on 2007-12-04 16:56:26 as *** along with 16 people and 4 groups egozi aufrank k12u yas metamerist yama_tah tag mthomure sdvillal dgront voiklis dwf teesid jung_dalglish mctor matjes ur-cls T_lab metric_embeddings ColDyn
  • A Review of Dimension Reduction Techniques
    No. CS--96--09. (January 1997)
    by Miguel
    posted to dimensionality-reduction review by DavidSchulz on 2007-12-04 15:56:07 as ** along with 1 person sdvillal
  • Data dimensionality estimation methods: a survey
    Pattern Recognition, Vol. 36, No. 12. (December 2003), pp. 2945-2954.
    by Francesco Camastra
    posted to dimensionality-reduction survey by DavidSchulz on 2007-12-04 15:35:10 as ***
  • A Survey of Dimension Reduction Techniques
    by Imola Fodor
    posted to dimensionality-reduction ica pca review by DavidSchulz on 2007-12-04 15:02:28 as ***
  • Hidden Markov modelling of simultaneously recorded cells in the associative cortex of behaving monkeys
    Network: Computation in Neural Systems, Vol. 8, No. 3. (1997), pp. 297-322.
    by Itay Gat, Naftali Tishby, Moshe Abeles
    posted to dimensionality-reduction hidden-state hmm monkey neural-ensembles by DavidSchulz on 2007-12-03 15:14:54 as ****
  • Independent component analyses for quantifying neuronal ensemble interactions
    Journal of Neuroscience Methods, Vol. 94, No. 1. (15 December 1999), pp. 141-154.
    by Mark Laubach, Marshall Shuler, Miguel A Nicolelis
    posted to case1 dimensionality-reduction ica neural-ensembles pca static by DavidSchulz on 2007-12-03 15:12:59 as ***
  • The Role of Sensory Network Dynamics in Generating a Motor Program
    J. Neurosci., Vol. 25, No. 42. (19 October 2005), pp. 9807-9815.
    by Rafael Levi, Pablo Varona, Yuri I Arshavsky, Mikhail I Rabinovich, Allen I Selverston
    posted to dimensionality-reduction dynamical-system man2 neural_dynamics pca by DavidSchulz on 2007-11-29 17:11:32 as ****
  • Optical imaging of neuronal populations during decision-making.
    Science, Vol. 307, No. 5711. (11 February 2005), pp. 896-901.
    by KL Briggman, HD Abarbanel, WB Kristan
    posted to dimensionality-reduction dynamical-system man2 pca trajectory by DavidSchulz on 2007-11-29 17:08:30 as **** along with 1 person and 1 group klouie Glimcher_Lab
  • Extracting Dynamical Structure Embedded in Neural Activity
    (2006), pp. 1545-1552.
    by Byron Yu, Afsheen Afshar, Gopal Santhanam, Stephen I Ryu, Krishna Shenoy, Maneesh Sahani
    edited by Y Weiss, B Schölkopf, J Platt
    posted to bibtex-import dimensionality-reduction dynamical-system hidden-state latent-variable man2 maneesh monkey motor-cortex neural-ensembles spike-trains by DavidSchulz on 2007-11-29 16:23:06 as *****
  • From crawling to cognition: analyzing the dynamical interactions among populations of neurons
    Current Opinion in Neurobiology, Vol. 16, No. 2. (April 2006), pp. 135-144.
    by Kevin L Briggman, Henry DI Abarbanel, William B Jr
    posted to dimensionality-reduction man2 static by DavidSchulz on 2007-11-29 16:17:55 as **
  • Efficient estimation of hidden state dynamics from spike trains
    (2006), pp. 227-234.
    by Márton Danóczy, Richard Hahnloser
    edited by Y Weiss, B Schölkopf, J Platt
    posted to bibtex-import dimensionality-reduction dynamical-system hidden-state spike-trains by DavidSchulz on 2007-11-29 15:46:39 as ***
  • Nonlinear Dimensionality Reduction by Locally Linear Embedding
    Science, Vol. 290, No. 5500. (22 December 2000), pp. 2323-2326.
    by Sam T Roweis, Lawrence K Saul
    posted to dimensionality-reduction lle nonlinear by DavidSchulz on 2007-11-29 15:22:07 as **** along with 17 people and 4 groups egozi yaroslavvb gangli yas yama_tah filippone tag sdvillal dgront walkking jguinney kenji4569 mdramirez mctor amargoli matjes eddymier tulip T_lab metric_embeddings Computer_Graphics
  • Encoding a temporally structured stimulus with a temporally structured neural representation
    Nature Neuroscience, Vol. 8, No. 11. (16 October 2005), pp. 1568-1576.
    by Stacey L Brown, Joby Joseph, Mark Stopfer
    posted to dimensionality-reduction lle neural-encoding olfactory by DavidSchulz on 2007-11-29 14:58:16 as **** along with 2 people bayesian fbaroni
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