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Tag ica [274 articles]

Recent papers classified by the tag ica.
  • Linguistic feature extraction using independent component analysis
    Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, Vol. 1 (2004)
    by T Honkela, A Hyvarinen
    posted to ica by yas on 2006-02-04 10:56:39 as ** along with 3 people and 3 groups garyfeng rajatr karipuf ReadingLab T_lab vision-ng
  • Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images
    Medical Imaging, IEEE Transactions on, Vol. 26, No. 8. (2007), pp. 1035-1045.
    by ES Barriga, M Pattichis, D Ts'o, M Abramoff, R Kardon, Y Kwon, P Soliz
    posted to ica by xtizon on 2007-07-31 10:00:34 as ****
  • An information-theoretic criterion for intrasubject alignment of FMRI time series: motion corrected independent component analysis
    Medical Imaging, IEEE Transactions on, Vol. 24, No. 1. (2005), pp. 29-44.
    by Rui Liao, JL Krolik, MJ Mckeown
    posted to fmri ica medical-imaging registration by xtizon on 2005-10-25 08:42:12 as **
  • Removing undersampling artifacts in DCE-MRI studies using independent components analysis
    Magnetic Resonance in Medicine, Vol. 9999, No. 9999. (2008), NA.
    by AL Martel, RW Chan, E Ramsay, DB Plewes
    posted to breast dce-mri ica model by xtizon on 2008-02-28 12:38:32 as **
  • Independent Component Analysis and Extensions with Noise and Time: A Bayesian Ying-Yang Learning Perspective
    by Lei Xu
    posted to ica by xinian on 2007-03-15 11:09:57 as ** along with 1 person and 1 group garyfeng ReadingLab
  • fMRI data analysis: statistics, information and dynamics
    by Bertrand Thirion
    posted to ica statistics by xinian on 2007-03-15 11:03:55 as ***
  • Extracting task-related components in functional MRI
    (2001)
    by J Rajapakse, W Lu
    posted to fmri ica by xinian on 2007-03-15 10:58:20 as **
  • Group ICA of Functional MRI Data: Separability, Stationarity, and Inference
    by V Calhoun, T Adali, G Pearlson, J Pekar
    posted to fmri ica by xinian on 2007-03-15 10:57:38 as read along with 1 person rutiah
  • Joint independent component analysis for simultaneous EEG-fMRI: Principle and simulation.
    Int J Psychophysiol (12 July 2007)
    by Matthias Moosmann, Tom Eichele, Helge Nordby, Kenneth Hugdahl, Vince D D Calhoun
    posted to eeg fmri ica by xinian on 2007-09-29 03:04:24 as ** along with 1 person garyfeng
  • Effect of spatial alignment transformations in PCA and ICA of functional neuroimages.
    IEEE Trans Med Imaging, Vol. 26, No. 8. (August 2007), pp. 1058-1068.
    by AS Lukic, MN Wernick, Y Yang, LK Hansen, K Arfanakis, SC Strother
    posted to fmri ica by xinian on 2007-09-29 03:02:28 as ** along with 1 person gracev
  • Estimating the number of independent components for functional magnetic resonance imaging data.
    Hum Brain Mapp (1 February 2007)
    by Yi-Ou O Li, Tülay Adali, Vince DD Calhoun
    posted to fmri ica by xinian on 2007-02-20 07:51:22 as *** along with 2 people and 1 group garyfeng adick ReadingLab
  • Exploratory analysis of brain connectivity with ICA.
    IEEE Eng Med Biol Mag, Vol. 25, No. 2. (r 2006), pp. 102-111.
    by JC Rajapakse, CL Tan, X Zheng, S Mukhopadhyay, K Yang
    posted to fmri ica by xinian on 2006-10-10 06:10:40 as read
  • Estimating mutual information.
    Phys Rev E Stat Nonlin Soft Matter Phys, Vol. 69, No. 6 Pt 2. (June 2004)
    by A Kraskov, H Stögbauer, P Grassberger
    posted to ica mutual-information by xinian on 2006-09-11 11:54:16 as read along with 8 people and 1 group hardingp mrm alexr rpadams xlli xtizon zambujo dpf Autoregulation
  • Independent component model of the default-mode brain function: Assessing the impact of active thinking
    Brain Research Bulletin, Vol. In Press, Uncorrected Proof
    by Fabrizio Esposito, Alessandro Bertolino, Tommaso Scarabino, Valeria Latorre, Giuseppe Blasi, Teresa Popolizio, Gioacchino Tedeschi, Sossio Cirillo, Rainer Goebel, Francesco Di Salle
    posted to default-mode fmri ica by xinian on 2006-09-25 05:56:04 as read along with 4 people and 3 groups garyfeng pbellec suizan rykhlevs Functional_Imaging ReadingLab resting-state_networks
  • Noise reduction in BOLD-based fMRI using component analysis.
    Neuroimage, Vol. 17, No. 3. (November 2002), pp. 1521-1537.
    by CG Thomas, RA Harshman, RS Menon
    posted to ica noise pca by xinian on 2006-09-11 11:35:16 as read along with 4 people suizan pbellec jcohenadad rykhlevs
  • Independent component analysis of nondeterministic fMRI signal sources.
    Neuroimage, Vol. 19, No. 2 Pt 1. (June 2003), pp. 253-260.
    by V Kiviniemi, JH Kantola, J Jauhiainen, A Hyvärinen, O Tervonen
    posted to ica by xinian on 2006-09-11 11:33:31 as read along with 2 people and 2 groups alexr pbellec Autoregulation resting-state_networks
  • Comparison of methods for detecting nondeterministic BOLD fluctuation in fMRI.
    Magn Reson Imaging, Vol. 22, No. 2. (February 2004), pp. 197-203.
    by V Kiviniemi, JH Kantola, J Jauhiainen, O Tervonen
    posted to ica noise by xinian on 2006-09-11 11:32:56 as read along with 2 people and 2 groups alexr pbellec Autoregulation resting-state_networks
  • Isolation and minimization of head motion-induced signal variations in fMRI data using independent component analysis.
    Magn Reson Med, Vol. 55, No. 6. (June 2006), pp. 1396-1413.
    by R Liao, MJ McKeown, JL Krolik
    posted to ica noise by xinian on 2006-09-11 11:28:06 as read
  • CORSICA: correction of structured noise in fMRI by automatic identification of ICA components
    Magnetic Resonance Imaging, Vol. 25, No. 1. (January 2007), pp. 35-46.
    by Vincent Perlbarg, Pierre Bellec, Jean-Luc Anton, Melanie Pelegrini-Issac, Julien Doyon, Habib Benali
    posted to ica noise by xinian on 2007-04-16 05:39:07 as read along with 2 people pbellec pervane
  • Validating the independent components of neuroimaging time series via clustering and visualization
    NeuroImage, Vol. 22, No. 3. (July 2004), pp. 1214-1222.
    by Johan Himberg, Aapo Hyvarinen, Fabrizio Esposito
    posted to fmri ica by xinian on 2006-12-08 04:14:23 as *** along with 3 people and 2 groups garyfeng pbellec rutiah Functional_Imaging ReadingLab
  • A method for making group inferences from functional MRI data using independent component analysis.
    Hum Brain Mapp, Vol. 14, No. 3. (November 2001), pp. 140-151.
    by VD Calhoun, T Adali, GD Pearlson, JJ Pekar
    posted to ica by xinian on 2006-09-11 11:19:36 as read
  • Independent component analysis: algorithms and applications.
    Neural Netw, Vol. 13, No. 4-5. (n 2000), pp. 411-430.
    by A Hyvärinen, E Oja
    posted to ica by xinian on 2006-09-11 11:06:53 as read along with 6 people and 3 groups ganeshrnaik garyfeng aufrank bayesian ccpin sdvillal ReadingLab ur-cls PTT
  • Investigations into resting-state connectivity using independent component analysis.
    Philos Trans R Soc Lond B Biol Sci, Vol. 360, No. 1457. (29 May 2005), pp. 1001-1013.
    by CF Beckmann, M DeLuca, JT Devlin, SM Smith
    posted to complex-network ica resting-state by xinian on 2006-09-11 11:02:30 as read along with 4 people and 2 groups pbellec pervane kperdue suizan Functional_Imaging resting-state_networks
  • Independent component analysis: an introduction.
    Trends Cogn Sci, Vol. 6, No. 2. (1 February 2002), pp. 59-64.
    by JV Stone
    posted to ica by xinian on 2006-09-11 10:58:18 as read along with 5 people and 1 group ganeshrnaik archerC ulmer garyfeng sdvillal ReadingLab
  • Analysis of fMRI data by blind separation into independent spatial components.
    Hum Brain Mapp, Vol. 6, No. 3. (1998), pp. 160-188.
    by MJ McKeown, S Makeig, GG Brown, TP Jung, SS Kindermann, AJ Bell, TJ Sejnowski
    posted to ica by xinian on 2006-09-11 10:53:51 as read along with 3 people and 2 groups ganeshrnaik pbellec pervane Functional_Imaging resting-state_networks
  • Independent component analysis of fMRI data: examining the assumptions.
    Hum Brain Mapp, Vol. 6, No. 5-6. (1998), pp. 368-372.
    by MJ McKeown, TJ Sejnowski
    posted to ica by xinian on 2006-09-11 10:52:29 as read
  • Study of temporal stationarity and spatial consistency of fMRI noise using independent component analysis
    Medical Imaging, IEEE Transactions on, Vol. 24, No. 6. (2005), pp. 712-718.
    by GH Turner, DB Twieg
    posted to fmri ica noise stationarity by xinian on 2006-10-15 04:33:34 as read
  • Consistent resting-state networks across healthy subjects.
    Proc Natl Acad Sci U S A (31 August 2006)
    by J S S Damoiseaux, S A R B A Rombouts, F Barkhof, P Scheltens, C J J Stam, S M M Smith, C F F Beckmann
    posted to complex-network ica resting-state by xinian on 2006-09-11 10:15:34 as read along with 5 people and 2 groups pbellec pervane qihong josepe suizan Functional_Imaging resting-state_networks
  • Fixed-point neural independent component analysis algorithms on the orthogonal group
    Future Generation Computer Systems, Vol. 22, No. 4. (March 2006), pp. 430-440.
    by Simone Fiori
    posted to ica by xinian on 2007-01-01 08:21:29 as **
  • Tensorial extensions of independent component analysis for multisubject FMRI analysis.
    Neuroimage, Vol. 25, No. 1. (March 2005), pp. 294-311.
    by CF Beckmann, SM Smith
    posted to ica by xinian on 2006-09-12 01:53:53 as ***
  • fMRI resting state networks define distinct modes of long-distance interactions in the human brain
    NeuroImage, Vol. 29, No. 4. (15 February 2006), pp. 1359-1367.
    by M De Luca, CF Beckmann, N De Stefano, PM Matthews, SM Smith
    posted to complex-network ica resting-state by xinian on 2006-09-12 01:52:51 as read along with 3 people and 2 groups svbcrypto pbellec pervane Functional_Imaging resting-state_networks
  • Brain dynamics during natural viewing conditions--a new guide for mapping connectivity in vivo.
    Neuroimage, Vol. 24, No. 2. (15 January 2005), pp. 339-349.
    by A Bartels, S Zeki
    posted to brain dynamics ica by xinian on 2006-09-12 10:07:33 as *** along with 3 people and 2 groups pbellec rutiah suizan Functional_Imaging resting-state_networks
  • Alterations in Memory Networks in Mild Cognitive Impairment and Alzheimer's Disease: An Independent Component Analysis
    J. Neurosci., Vol. 26, No. 40. (4 October 2006), pp. 10222-10231.
    by Kim A Celone, Vince D Calhoun, Bradford C Dickerson, Alireza Atri, Elizabeth F Chua, Saul L Miller, Kristina Depeau, Doreen M Rentz, Dennis J Selkoe, Deborah Blacker, Marilyn S Albert, Reisa A Sperling
    posted to alzheimer ica memory-network by xinian on 2006-10-31 09:41:17 as read along with 1 person SinghalLab
  • The effect of respiration variations on independent component analysis results of resting state functional connectivity.
    Human brain mapping (25 April 2008)
    by Rasmus M M Birn, Kevin Murphy, Peter A A Bandettini
    posted to resting-state respiration ica default-mode baseline by xinian on 2008-05-05 08:52:31 as read along with 1 person and 1 group suizan resting-state_networks
  • A unifying information-theoretic framework for independent component analysis
    Computers & Mathematics with Applications, Vol. 39, No. 11. (June 2000), pp. 1-21.
    by Te-Won Lee, M Girolami, AJ Bell, TJ Sejnowski
    posted to ica by xinian on 2007-03-12 09:08:40 as ** along with 1 person ganeshrnaik
  • Comparison of independent component analysis and conventional hypothesis-driven analysis for clinical functional MR image processing.
    AJNR Am J Neuroradiol, Vol. 23, No. 1. (January 2002), pp. 49-58.
    by MA Quigley, VM Haughton, J Carew, D Cordes, CH Moritz, ME Meyerand
    posted to fmri ica by xinian on 2006-10-16 04:33:59 as read
  • Spatial independent component analysis of functional MRI time-series: to what extent do results depend on the algorithm used?
    Hum Brain Mapp, Vol. 16, No. 3. (July 2002), pp. 146-157.
    by F Esposito, E Formisano, E Seifritz, R Goebel, R Morrone, G Tedeschi, F Di Salle
    posted to fmri ica by xinian on 2006-09-20 07:20:50 as read along with 6 people and 3 groups mbolding garyfeng negar pbellec rutiah haegler Functional_Imaging ReadingLab Neuroscience
  • An information-theoretic criterion for intrasubject alignment of FMRI time series: motion corrected independent component analysis.
    IEEE Trans Med Imaging, Vol. 24, No. 1. (January 2005), pp. 29-44.
    by R Liao, JL Krolik, MJ McKeown
    posted to fmri ica noise by xinian on 2006-09-20 07:17:07 as read along with 2 people pbellec jcohenadad
  • ICA methods for MEG imaging.
    Neurol Clin Neurophysiol, Vol. 2004 (2004)
    by JE Moran, CL Drake, N Tepley
    posted to ica meg by xinian on 2006-09-20 07:14:41 as ** along with 2 people and 1 group garyfeng fiamazo ReadingLab
  • Improved signal and reduced noise in neural recordings from close-spaced electrode arrays using independent component analysis as a preprocessor.
    J Neurosci Methods, Vol. 150, No. 2. (30 January 2006), pp. 254-264.
    by A Snellings, DJ Anderson, JW Aldridge
    posted to eeg fmri ica noise by xinian on 2006-09-20 07:12:56 as ** along with 1 person bayesian
  • Removing the effects of task-related motion using independent-component analysis.
    Neuroimage, Vol. 25, No. 3. (15 April 2005), pp. 802-814.
    by T Kochiyama, T Morita, T Okada, Y Yonekura, M Matsumura, N Sadato
    posted to ica noise by xinian on 2006-09-12 06:12:47 as **
  • Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach.
    Physiol Meas, Vol. 27, No. 4. (April 2006), pp. 425-436.
    by Y Li, Z Ma, W Lu, Y Li
    posted to ica noise by xinian on 2006-09-20 07:11:46 as ** along with 2 people and 1 group garyfeng tnkysr ReadingLab
  • Factorial coding of natural images: how effective are linear models in removing higher-order dependencies?
    J Opt Soc Am A Opt Image Sci Vis, Vol. 23, No. 6. (June 2006), pp. 1253-1268.
    by M Bethge
    posted to ica image-processing by xinian on 2006-09-20 07:10:33 as ** along with 2 people and 2 groups garyfeng Whyking ReadingLab Computational-Neurobiology
  • Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis.
    IEEE Trans Biomed Eng, Vol. 53, No. 7. (July 2006), pp. 1294-1308.
    by W Nakamura, K Anami, T Mori, O Saitoh, A Cichocki, S Amari
    posted to eeg fmri ica noise by xinian on 2006-09-20 07:05:39 as ** along with 1 person and 1 group garyfeng ReadingLab
  • Resting-State Functional Connectivity in Major Depression: Abnormally Increased Contributions from Subgenual Cingulate Cortex and Thalamus.
    Biol Psychiatry (6 January 2007)
    by Michael D D Greicius, Benjamin H H Flores, Vinod Menon, Gary H H Glover, Hugh B B Solvason, Heather Kenna, Allan L L Reiss, Alan F F Schatzberg
    posted to default-mode depression ica resting-state by xinian on 2007-01-26 10:02:07 as read along with 4 people and 1 group pbellec pervane prerona suizan resting-state_networks
  • Detecting functional connectivity in the resting brain: a comparison between ICA and CCA
    Magnetic Resonance Imaging, Vol. 25, No. 1. (January 2007), pp. 47-56.
    by Liangsuo Ma, Binquan Wang, Xiying Chen, Jinhu Xiong
    posted to ica functional-connectivity cca by xinian on 2007-01-27 09:19:57 as *** along with 3 people and 3 groups garyfeng pbellec jmarcelino Functional_Imaging ReadingLab resting-state_networks
  • Dimension selection for feature selection and dimension reduction with principal and independent component analysis.
    Neural Comput, Vol. 19, No. 2. (February 2007), pp. 513-545.
    by I Koch, K Naito
    posted to dimensionality ica pca by xinian on 2007-01-11 03:55:54 as *** along with 2 people archerC gkvas
  • fMRI activation in a visual-perception task: network of areas detected using the general linear model and independent components analysis.
    Neuroimage, Vol. 14, No. 5. (November 2001), pp. 1080-1088.
    by VD Calhoun, T Adali, VB McGinty, JJ Pekar, TD Watson, GD Pearlson
    posted to ica by xinian on 2006-09-12 04:49:38 as ***
  • Different activation dynamics in multiple neural systems during simulated driving.
    Hum Brain Mapp, Vol. 16, No. 3. (July 2002), pp. 158-167.
    by VD Calhoun, JJ Pekar, VB McGinty, T Adali, TD Watson, GD Pearlson
    posted to ica by xinian on 2006-09-12 04:48:04 as ***
  • Unmixing fMRI with independent component analysis.
    IEEE Eng Med Biol Mag, Vol. 25, No. 2. (r 2006), pp. 79-90.
    by VD Calhoun, T Adali
    posted to ica by xinian on 2006-09-12 04:31:37 as read
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