Table of Contents

• Voxel importance in classifier ensembles based on sign consistency patterns: application to sMRIVanessa Gómez-Verdejo, Jussi Tohka. 1-4 [doi]
• Infinite feature selection on shore-based biomarkers reveals connectivity modulation after strokeSilvia Obertino, G. Roffo, Cristina Granziera, Gloria Menegaz. 1-4 [doi]
• Collapsed variational bayesian inference of the author-topic model: application to large-scale coordinate-based meta-analysisGia H. Ngo, Simon B. Eickhoff, Peter T. Fox, B. T. Thomas Yeo. 1-4 [doi]
• M/EEG source localization with multi-scale time-frequency dictionariesYousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort. 1-4 [doi]
• Prediction of clinical scores from neuroimaging data with censored likelihood gaussian processesAnil Rao, João M. Monteiro, Janaina Mourão Miranda. 1-4 [doi]
• Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging dataSebastian Weichwald, Arthur Gretton, Bernhard Schölkopf, Moritz Grosse-Wentrup. 1-4 [doi]
• Representational similarity of actions in the human brainBurcu A. Urgen, Selen Pehlivan, Ayse Pinar Saygin. 1-4 [doi]
• WeiRD - a fast and performant multivoxel pattern classifierMatthias Guggenmos, Katharina Schmack, Philipp Sterzer. 1-4 [doi]
• Age-related changes of the representative modular structure in the brainBálint File, Zoltán Klimaj, Zoltán Somogyvári, Lajos R. Kozák, Gyula Gyebnár, Brigitta Tóth, Zsófia Kardos, István Ulbert, Márk Molnár. 1-4 [doi]
• Shore-based microstructural indices: do they tell us more?C. Andres Mendez, Silvia Obertino, Gloria Menegaz. 1-4 [doi]
• Regularization parameter selection for a bayesian group sparse multi-task regression model with application to imaging genomicsFarouk S. Nathoo, Keelin Greenlaw, Mary Lesperance. 1-4 [doi]
• Fixed low-rank EEG spatial filter estimation for emotion recognition induced by moviesKen Yano, Takayuki Suyama. 1-4 [doi]
• Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimizationRomy Lorenz, Ricardo Pio Monti, Adam Hampshire, Yury Koush, Christoforos Anagnostopoulos, Aldo A. Faisal, David J. Sharp, Giovanni Montana, Robert Leech, Inês R. Violante. 1-4 [doi]
• Beyond cost function masking: RPCA-based non-linear registration in the context of VLSMRené Werner, Matthias Wilms, Bastian Cheng, Nils Daniel Forkert. 1-4 [doi]
• Cross-modal searchlight classification: methodological challenges and recommended solutionsSamuel A. Nastase, Yaroslav O. Halchenko, Ben Davis, Uri Hasson. 1-4 [doi]
• Automated rejection and repair of bad trials in MEG/EEGMainak Jas, Denis A. Engemann, Federico Raimondo, Yousra Bekhti, Alexandre Gramfort. 1-4 [doi]
• Spatial pyramid match kernels for brain image classificationJonathan Young. 1-4 [doi]
• Text-mining the neurosynth corpus using deep boltzmann machinesRicardo Pio Monti, Romy Lorenz, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana. 1-4 [doi]
• Addressing the "problem" of temporal correlations in MVPA analysisRoee Gilron, Jonathan D. Rosenblatt, Roy Mukamel. 1-4 [doi]
• Novel histogram-weighted cortical thickness networks and a multi-scale analysis of predictive power in Alzheimer's diseasePradeep Reddy Raamana, Stephen C. Strother. 1-4 [doi]
• Evaluation of weight sparsity control during autoencoder training of resting-state fMRI using non-zero ratio and hoyer's sparsenessHyun-Chul Kim, Jong-Hwan Lee. 1-4 [doi]
• Synergism of spectral and coupling modalities in epileptic focus localization from iEEG recordingsTibor Nánási, Bálint File, Emília Tóth, László Entz, István Ulbert, Dániel Fabó, Lóránd Eross. 1-4 [doi]
• Classifying HCP task-fMRI networks using heat kernelsAi Wern Chung, Emanuele Pesce, Ricardo Pio Monti, Giovanni Montana. 1-4 [doi]
• Social-sparsity brain decoders: faster spatial sparsityGaël Varoquaux, Matthieu Kowalski, Bertrand Thirion. 1-4 [doi]
• 18F-DMFP-PET data to assist the diagnosis of parkinsonismFermín Segovia, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez. 1-4 [doi]
• Comparing magnitudes across dimensions: a univariate and multivariate approachValentina Borghesani, Maria Dolores De Hevia, Arnaud Viarouge, Pedro Pinheiro Chagas, Evelyn Eger, Manuela Piazza. 1-4 [doi]
• Boosting connectome classification via combination of geometric and topological normalizationsDmitry Petrov, Yulia Dodonova, Leonid Zhukov, Mikhail Belyaev. 1-4 [doi]
• Variational group-PCA for intrinsic dimensionality determination in fMRI dataJesper Løve Hinrich, Søren Føns Vind Nielsen, Kristoffer Hougaard Madsen, Morten Mørup. 1-4 [doi]
• Classification-based tests for neuroimaging data analysis: comparison of best practicesMuhaddisa Barat Ali, Emanuele Olivetti. 1-4 [doi]
• MRI based biomarker for brain aging in rodents and non-human primatesKatja Franke, Robert Dahnke, Geoffrey Clarke, Anderson Kuo, Cun Li, Peter Nathanielsz, Matthias Schwab, Christian Gaser. 1-4 [doi]
• Fast brain decoding with random sampling and random projectionsAndres Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion. 1-4 [doi]
• Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisationsZi Wang, Vyacheslav Karolis, Chiara Nosarti, Giovanni Montana. 1-4 [doi]
• Independent vector analysis for capturing common components in fMRI group analysisAstrid M. E. Engberg, Kasper Winther Andersen, Morten Mørup, Kristoffer Hougaard Madsen. 1-4 [doi]
• Comparing functional connectivity based predictive models across datasetsKamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux. 1-4 [doi]