MLINI

Publications

volume 7263, 2012

Machine Learning and Interpretation in Neuroimaging - International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions MLINI 7263 (2012)

2011

Pavan Ramkumar, Sebastian Pannasch, Bruce C. Hansen, Adam M. Larson, Lester C. Loschky
How Does the Brain Represent Visual Scenes? A Neuromagnetic Scene Categorization Study. MLINI (2011)
Philip P. Kwok, Olga Ciccarelli, Declan T. Chard, David H. Miller, Daniel C. Alexander
Predicting Clinically Definite Multiple Sclerosis from Onset Using SVM. MLINI (2011)
Kai-min Kevin Chang, Brian Murphy, Marcel Adam Just
A Latent Feature Analysis of the Neural Representation of Conceptual Knowledge. MLINI (2011)
Ali Bahramisharif, Marcel A. J. van Gerven, Jan-Mathijs Schoffelen, Zoubin Ghahramani, Tom Heskes
The Dynamic Beamformer. MLINI (2011)
Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify. MLINI (2011)
Stefan Haufe, Vadim V. Nikulin, Guido Nolte, Klaus-Robert Müller
Pitfalls in EEG-Based Brain Effective Connectivity Analysis. MLINI (2011)
Felix Bießmann, Yusuke Murayama, Nikos K. Logothetis, Klaus-Robert Müller, Frank C. Meinecke
Non-separable Spatiotemporal Brain Hemodynamics Contain Neural Information. MLINI (2011)
Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
Relating Brain Functional Connectivity to Anatomical Connections: Model Selection. MLINI (2011)
Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion
A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding. MLINI (2011)
Toke Jansen Hansen, Lars Kai Hansen, Kristoffer Hougaard Madsen
Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI. MLINI (2011)
Trine Julie Abrahamsen, Lars Kai Hansen
Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data. MLINI (2011)
Sivan Kinreich, Ilana Podlipsky, Nathan Intrator, Talma Hendler
Categorized EEG Neurofeedback Performance Unveils Simultaneous fMRI Deep Brain Activation. MLINI (2011)
Chris Hinrichs, N. Maritza Dowling, Sterling C. Johnson, Vikas Singh
MKL-Based Sample Enrichment and Customized Outcomes Enable Smaller AD Clinical Trials. MLINI (2011)
Jane M. Rondina, John Shawe-Taylor, Janaina Mourão Miranda
A New Feature Selection Method Based on Stability Theory - Exploring Parameters Space to Evaluate Classification Accuracy in Neuroimaging Data. MLINI (2011)
Miika Koskinen
Finding Consistencies in MEG Responses to Repeated Natural Speech. MLINI (2011)
David B. Keator
Modality Neutral Techniques for Brain Image Understanding. MLINI (2011)
Diego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli
Pairwise Analysis for Longitudinal fMRI Studies. MLINI (2011)
George H. Chen, Evelina Fedorenko, Nancy Kanwisher, Polina Golland
Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the Brain. MLINI (2011)
Michael A. Casey, Jessica Thompson, Olivia Kang, Rajeev D. S. Raizada, Thalia Wheatley
Population Codes Representing Musical Timbre for High-Level fMRI Categorization of Music Genres. MLINI (2011)
Evangelos Roussos, Steven Roberts, Ingrid Daubechies
Variational Bayesian Learning of Sparse Representations and Its Application in Functional Neuroimaging. MLINI (2011)
Ariana E. Anderson, Dianna Han, Pamela K. Douglas, Jennifer Bramen, Mark S. Cohen
Real-Time Functional MRI Classification of Brain States Using Markov-SVM Hybrid Models: Peering Inside the rt-fMRI Black Box. MLINI (2011)
Nico S. Gorbach, Silvan Siep, Jenia Jitsev, Corina Melzer, Marc Tittgemeyer
Information-Theoretic Connectivity-Based Cortex Parcellation. MLINI (2011)
Emanuele Olivetti, Susanne Greiner, Paolo Avesani
Induction in Neuroscience with Classification: Issues and Solutions. MLINI (2011)
Shahar Jamshy, Omri Perez, Yehezkel Yeshurun, Talma Hendler, Nathan Intrator
Searchlight Based Feature Extraction. MLINI (2011)
Maxime Cauchoix, Ali Bilgin Arslan, Denis Fize, Thomas Serre
The Neural Dynamics of Visual Processing in Monkey Extrastriate Cortex: A Comparison between Univariate and Multivariate Techniques. MLINI (2011)
Hans J. P. Wouters, Marcel A. J. van Gerven, Matthias Sebastian Treder, Tom Heskes, Ali Bahramisharif
Covert Attention as a Paradigm for Subject-Independent Brain-Computer Interfacing. MLINI (2011)
Joset A. Etzel, Michael W. Cole, Todd S. Braver
Looking Outside the Searchlight. MLINI (2011)
Emilio Parrado-Hernández, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Pino Alonso, Jesús Pujol, José M. Menchón, Narcís Cardoner, Carles Soriano-Mas
Identification of OCD-Relevant Brain Areas through Multivariate Feature Selection. MLINI (2011)
Justin Dauwels, Hang Yu, Xueou Wang, François B. Vialatte, Charles-François Vincent Latchoumane, Jaeseung Jeong, Andrzej Cichocki
Inferring Brain Networks through Graphical Models with Hidden Variables. MLINI (2011)
Orla M. Doyle, Mitul A. Mehta, Michael J. Brammer, Adam J. Schwarz, Sara De Simoni, Andre F. Marquand
Data-Driven Modeling of BOLD Drug Response Curves Using Gaussian Process Learning. MLINI (2011)
Gaël Varoquaux, Bertrand Thirion
Statistical Learning for Resting-State fMRI: Successes and Challenges. MLINI (2011)
Kasper Winther Andersen, Kristoffer Hougaard Madsen, Hartwig R. Siebner, Lars Kai Hansen, Morten Mørup
Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling. MLINI (2011)