Auditory perception and syntactic cognition: brain activity-based decoding within and across subjects

Dissociable neural imprints of perception and grammar in auditory functional imaging

(2011) Björn Herrmann et al.   HUMAN BRAIN MAPPING

Beyond topographic representation: Decoding visuospatial attention from local activity patterns in the human frontal cortex

(2011) Christian Kalberlah et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Syntactic and auditory spatial processing in the human temporal cortex: An MEG study

(2011) Björn Herrmann et al.   NEUROIMAGE

Comparison of multivariate classifiers and response normalizations for pattern-information fMRI

(2010) Masaya Misaki et al.   NEUROIMAGE

Name that tune: Decoding music from the listening brain

(2010) Rebecca S. Schaefer et al.   NEUROIMAGE

Mental encoding and neural decoding of abstract cognitive categories: A commentary and simulation

(2010) Manuel Vindiola et al.   NEUROIMAGE

Within- and cross-participant classifiers reveal different neural coding of information

(2010) John A. Clithero et al.   NEUROIMAGE

Decoding word and category-specific spatiotemporal representations from MEG and EEG

(2010) Alexander M. Chan et al.   NEUROIMAGE

Introduction to machine learning for brain imaging

(2010) Steven Lemm et al.   NEUROIMAGE

Identifying Object Categories from Event-Related EEG: Toward Decoding of Conceptual Representations

(2010) Irina Simanova et al.   PLoS One

Accuracy and run-time comparison for different potential approaches and iterative solvers in finite element method based EEG source analysis

(2009) S. Lew et al.   APPLIED NUMERICAL MATHEMATICS

An introduction to anatomical ROI-based fMRI classification analysis

(2009) Joset A. Etzel et al.   BRAIN RESEARCH

Sound Categories Are Represented as Distributed Patterns in the Human Auditory Cortex

(2009) Noël Staeren et al.   CURRENT BIOLOGY

Attention modulations of posterior alpha as a control signal for two-dimensional brain–computer interfaces

(2009) Marcel van Gerven et al.   JOURNAL OF NEUROSCIENCE METHODS

Localization of the syntactic mismatch negativity in the temporal cortex: An MEG study

(2009) Björn Herrmann et al.   NEUROIMAGE

Hemispheric specialization during discrimination of sound sources reflected by MMN

(2009) Nicole Richter et al.   NEUROPSYCHOLOGIA

Revealing representational content with pattern-information fMRI—an introductory guide

(2009) Marieke Mur et al.   Social Cognitive and Affective Neuroscience

Modeling the auditory scene: predictive regularity representations and perceptual objects

(2009) István Winkler et al.   TRENDS IN COGNITIVE SCIENCES

Rapid extraction of auditory feature contingencies

(2008) Alexandra Bendixen et al.   NEUROIMAGE

Predicting the recognition of natural scenes from single trial MEG recordings of brain activity

(2008) Jochem W. Rieger et al.   NEUROIMAGE

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE

Using fMRI Brain Activation to Identify Cognitive States Associated with Perception of Tools and Dwellings

(2008) Svetlana V. Shinkareva et al.   PLoS One

"Who" Is Saying "What"? Brain-Based Decoding of Human Voice and Speech

(2008) E. Formisano et al.   SCIENCE

Syntax as a reflex: Neurophysiological evidence for early automaticity of grammatical processing

(2007) Friedemann Pulvermüller et al.   BRAIN AND LANGUAGE

Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring

(2007) Klaus-Robert Müller et al.   JOURNAL OF NEUROSCIENCE METHODS