Abstract is missing.
- A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI DecodingVincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion. 1-8 [doi]
- Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and IdentifyAlexandre Gramfort, Gaël Varoquaux, Bertrand Thirion. 9-16 [doi]
- Searchlight Based Feature ExtractionShahar Jamshy, Omri Perez, Yehezkel Yeshurun, Talma Hendler, Nathan Intrator. 17-25 [doi]
- Looking Outside the SearchlightJoset A. Etzel, Michael W. Cole, Todd S. Braver. 26-33 [doi]
- Population Codes Representing Musical Timbre for High-Level fMRI Categorization of Music GenresMichael Casey, Jessica Thompson, Olivia Kang, Rajeev D. S. Raizada, Thalia Wheatley. 34-41 [doi]
- Induction in Neuroscience with Classification: Issues and SolutionsEmanuele Olivetti, Susanne Greiner, Paolo Avesani. 42-50 [doi]
- A New Feature Selection Method Based on Stability Theory - Exploring Parameters Space to Evaluate Classification Accuracy in Neuroimaging DataJane M. Rondina, John Shawe-Taylor, Janaina Mourão Miranda. 51-59 [doi]
- Identification of OCD-Relevant Brain Areas through Multivariate Feature SelectionEmilio Parrado-Hernández, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Pino Alonso, Jesús Pujol, José M. Menchón, Narcís Cardoner, Carles Soriano-Mas. 60-67 [doi]
- Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the BrainGeorge H. Chen, Evelina Fedorenko, Nancy Kanwisher, Polina Golland. 68-75 [doi]
- Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRIToke Jansen Hansen, Lars Kai Hansen, Kristoffer Hougaard Madsen. 76-83 [doi]
- Modality Neutral Techniques for Brain Image UnderstandingDavid B. Keator. 84-92 [doi]
- How Does the Brain Represent Visual Scenes? A Neuromagnetic Scene Categorization StudyPavan Ramkumar, Sebastian Pannasch, Bruce C. Hansen, Adam M. Larson, Lester C. Loschky. 93-100 [doi]
- Finding Consistencies in MEG Responses to Repeated Natural SpeechMiika Koskinen. 101-107 [doi]
- Categorized EEG Neurofeedback Performance Unveils Simultaneous fMRI Deep Brain ActivationSivan Kinreich, Ilana Podlipsky, Nathan Intrator, Talma Hendler. 108-115 [doi]
- Predicting Clinically Definite Multiple Sclerosis from Onset Using SVMPhilip P. Kwok, Olga Ciccarelli, Declan T. Chard, David H. Miller, Daniel C. Alexander. 116-123 [doi]
- MKL-Based Sample Enrichment and Customized Outcomes Enable Smaller AD Clinical TrialsChris Hinrichs, N. Maritza Dowling, Sterling C. Johnson, Vikas Singh. 124-131 [doi]
- Pairwise Analysis for Longitudinal fMRI StudiesDiego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli. 132-139 [doi]
- Non-separable Spatiotemporal Brain Hemodynamics Contain Neural InformationFelix Bießmann, Yusuke Murayama, Nikos K. Logothetis, Klaus-Robert Müller, Frank C. Meinecke. 140-147 [doi]
- The Dynamic BeamformerAli Bahramisharif, Marcel A. J. van Gerven, Jan-Mathijs Schoffelen, Zoubin Ghahramani, Tom Heskes. 148-155 [doi]
- Covert Attention as a Paradigm for Subject-Independent Brain-Computer InterfacingHans J. P. Wouters, Marcel A. J. van Gerven, Matthias Sebastian Treder, Tom Heskes, Ali Bahramisharif. 156-163 [doi]
- The Neural Dynamics of Visual Processing in Monkey Extrastriate Cortex: A Comparison between Univariate and Multivariate TechniquesMaxime Cauchoix, Ali Bilgin Arslan, Denis Fize, Thomas Serre. 164-171 [doi]
- Statistical Learning for Resting-State fMRI: Successes and ChallengesGaël Varoquaux, Bertrand Thirion. 172-177 [doi]
- Relating Brain Functional Connectivity to Anatomical Connections: Model SelectionFani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert. 178-185 [doi]
- Information-Theoretic Connectivity-Based Cortex ParcellationNico S. Gorbach, Silvan Siep, Jenia Jitsev, Corina Melzer, Marc Tittgemeyer. 186-193 [doi]
- Inferring Brain Networks through Graphical Models with Hidden VariablesJustin Dauwels, Hang Yu, Xueou Wang, François B. Vialatte, Charles François Vincent Latchoumane, Jaeseung Jeong, Andrzej Cichocki. 194-201 [doi]
- Pitfalls in EEG-Based Brain Effective Connectivity AnalysisStefan Haufe, Vadim V. Nikulin, Guido Nolte, Klaus-Robert Müller. 202-209 [doi]
- Data-Driven Modeling of BOLD Drug Response Curves Using Gaussian Process LearningOrla M. Doyle, Mitul A. Mehta, Michael J. Brammer, Adam J. Schwarz, Sara De Simoni, Andre F. Marquand. 210-217 [doi]
- Variational Bayesian Learning of Sparse Representations and Its Application in Functional NeuroimagingEvangelos Roussos, Steven Roberts, Ingrid Daubechies. 218-225 [doi]
- Identification of Functional Clusters in the Striatum Using Infinite Relational ModelingKasper Winther Andersen, Kristoffer Hougaard Madsen, Hartwig Siebner, Lars Kai Hansen, Morten Mørup. 226-233 [doi]
- A Latent Feature Analysis of the Neural Representation of Conceptual KnowledgeKai-min Chang, Brian Murphy, Marcel Just. 234-241 [doi]
- Real-Time Functional MRI Classification of Brain States Using Markov-SVM Hybrid Models: Peering Inside the rt-fMRI Black BoxAriana Anderson, Dianna Han, Pamela K. Douglas, Jennifer Bramen, Mark S. Cohen. 242-255 [doi]
- Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage DataTrine Julie Abrahamsen, Lars Kai Hansen. 256-263 [doi]