Single-Trial Analysis of Neuroimaging Data: Inferring Neural Networks Underlying Perceptual Decision-Making in the Human Brain

No abstract is available for this paper.

• Publication year

  2009

• Venue

  IEEE Reviews in Biomedical Engineering

• Publication date

  2009-10-16

• Fields of study

  Medicine, Computer Science, Psychology

• Identifiers
  DOI 10.1109/RBME.2009.2034535PMID 22275042PMCID PMC3477547
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Variable Selection

  2019cited by this paper
• Cognitive neural prosthetics.

  2010cited by this paper
• State-dependent computations: spatiotemporal processing in cortical networks

  2009cited by this paper
• Removal of BCG Artifacts Using a Non-Kirchhoffian Overcomplete Representation

  2009cited by this paper
• Quality of evidence for perceptual decision making is indexed by trial-to-trial variability of the EEG

  2009cited by this paper
• Decoding Neuronal Ensembles in the Human Hippocampus

  2009cited by this paper
• Single-trial discrimination for integrating simultaneous EEG and fMRI: Identifying cortical areas contributing to trial-to-trial variability in the auditory oddball task

  2009cited by this paper
• Unconscious determinants of free decisions in the human brain

  2008cited by this paper
• Temporal dynamics of decision-making during motion perception in the visual cortex.

  2008cited by this paper
• Using fMRI Brain Activation to Identify Cognitive States Associated with Perception of Tools and Dwellings

  2008cited by this paper
• Visual image reconstruction from human brain activity using a combination of multiscale local image decoders.

  2008cited by this paper
• The group lasso for logistic regression

  2008cited by this paper
• The neural systems that mediate human perceptual decision making

  2008cited by this paper
• Predicting Human Brain Activity Associated with the Meanings of Nouns

  2008cited by this paper
• Identifying natural images from human brain activity

  2008cited by this paper
• Spatiotemporal Linear Decoding of Brain State

  2008cited by this paper
• fMRI Brain-Computer Interfaces

  2008cited by this paper
• Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning.

  2008cited by this paper
• Decision-making with multiple alternatives

  2008cited by this paper
• A System for Single-trial Analysis of Simultaneously Acquired EEG and fMRI

  2007cited by this paper
• EEG alpha oscillations: the inhibition-timing hypothesis.

  2007cited by this paper
• EEG-Informed fMRI Reveals Spatiotemporal Characteristics of Perceptual Decision Making

  2007cited by this paper
• Reading hidden intentions in the human brain.

  2007cited by this paper
• Special issue on echo state networks and liquid state machines

  2007cited by this paper
• Optimal decision-making theories: linking neurobiology with behaviour.

  2007cited by this paper
• Evidence Accumulation and the Moment of Recognition: Dissociating Perceptual Recognition Processes Using fMRI

  2007cited by this paper
• The neural basis of decision making.

  2007cited by this paper
• Bilinear Discriminant Component Analysis

  2007cited by this paper
• Neural Representation of Task Difficulty and Decision Making during Perceptual Categorization: A Timing Diagram

  2006cited by this paper
• Neural Correlates of Vibrotactile Working Memory in the Human Brain

  2006cited by this paper
• Neuroimaging: Decoding mental states from brain activity in humans

  2006cited by this paper
• Microstimulation of macaque area LIP affects decision-making in a motion discrimination task

  2006cited by this paper
• Microstimulation of inferotemporal cortex influences face categorization

  2006cited by this paper
• Cortically coupled computer vision for rapid image search

  2006cited by this paper
• Neural Coding of Tactile Decisions in the Human Prefrontal Cortex

  2006cited by this paper
• Brain-computer-interface research: coming of age.

  2006cited by this paper
• Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG

  2006cited by this paper
• Beyond mind-reading: multi-voxel pattern analysis of fMRI data.

  2006cited by this paper
• Involvement of human left dorsolateral prefrontal cortex in perceptual decision making is independent of response modality

  2006cited by this paper
• Perceptual continuity and the emergence of perceptual persistence in the ventral visual pathway.

  2005cited by this paper
• Recipes for the linear analysis of EEG

  2005cited by this paper
• Cortical origins of response time variability during rapid discrimination of visual objects

  2005cited by this paper
• Neural Activity in Macaque Parietal Cortex Reflects Temporal Integration of Visual Motion Signals during Perceptual Decision Making

  2005cited by this paper
• A general mechanism for decision-making in the human brain?

  2005cited by this paper
• A general mechanism for perceptual decision-making in the human brain

  2004cited by this paper
• Cognitive neural prosthetics.

  2004cited by this paper
• The fusiform face area subserves face perception, not generic within-category identification

  2004cited by this paper
• Neuronal correlates of a perceptual decision in ventral premotor cortex.

  2004cited by this paper
• Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans.

  2004cited by this paper
• Intersubject Synchronization of Cortical Activity During Natural Vision

  2004cited by this paper
• Timing and neural encoding of somatosensory parametric working memory in macaque prefrontal cortex.

  2003cited by this paper
• Microstimulation of visual cortex affects the speed of perceptual decisions

  2003cited by this paper
• Early lateralization and orientation tuning for face, word, and object processing in the visual cortex

  2003cited by this paper
• The lateral occipital complex subserves the perceptual persistence of motion-defined groupings.

  2003cited by this paper
• Visual Selective Behavior Can Be Triggered by a Feed-Forward Process

  2003cited by this paper
• Cognitive neuroscience: Flutter Discrimination: neural codes, perception, memory and decision making

  2003cited by this paper
• A role for neural integrators in perceptual decision making.

  2003cited by this paper
• Linear Spatial Integration for Single-Trial Detection in Encephalography

  2002cited by this paper
• Simultaneous EEG and fMRI of the alpha rhythm

  2002cited by this paper
• Temporal evolution of a decision-making process in medial premotor cortex.

  2002cited by this paper
• Neuronal correlates of decision-making in secondary somatosensory cortex

  2002cited by this paper
• Estimating parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability

  2002cited by this paper
• Response of Neurons in the Lateral Intraparietal Area during a Combined Visual Discrimination Reaction Time Task

  2002cited by this paper
• Differential effects of viewpoint on object-driven activation in dorsal and ventral streams.

  2002cited by this paper
• Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

  2002cited by this paper
• Brain-computer interfaces for communication and control.

  2002cited by this paper
• Neurophysiological investigation of the basis of the fMRI signal

  2001cited by this paper
• The lateral occipital complex and its role in object recognition.

  2001cited by this paper
• Simultaneous EEG and ƒMRI Made Easy

  2001cited by this paper
• The Speed of Sight

  2001cited by this paper
• Motor imagery and direct brain-computer communication

  2001cited by this paper
• Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey.

  2001cited by this paper
• Sensing without touching: psychophysical performance based on cortical microstimulation.

  2000cited by this paper
• Distinct representations of eye gaze and identity in the distributed human neural system for face perception

  2000cited by this paper
• The dynamics of object-selective activation correlate with recognition performance in humans

  2000cited by this paper
• The selectivity of the occipitotemporal M170 for faces

  2000cited by this paper
• Periodicity and Firing Rate As Candidate Neural Codes for the Frequency of Vibrotactile Stimuli

  2000cited by this paper
• Acquiring simultaneous EEG and functional MRI.

  2000cited by this paper
• The effects of visual object priming on brain activation before and after recognition.

  2000cited by this paper
• The distributed human neural system for face perception.

  2000cited by this paper
• Cognitive response profile of the human fusiform face area as determined by MEG.

  2000cited by this paper
• Perception's shadow: long-distance synchronization of human brain activity

  1999cited by this paper
• Electrophysiological studies of human face perception. I: Potentials generated in occipitotemporal cortex by face and non-face stimuli.

  1999cited by this paper
• Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque

  1999cited by this paper
• Electrophysiological studies of human face perception. III: Effects of top-down processing on face-specific potentials.

  1999cited by this paper
• Neuronal correlates of parametric working memory in the prefrontal cortex

  1999cited by this paper
• Electrophysiological studies of human face perception. II: Response properties of face-specific potentials generated in occipitotemporal cortex.

  1999cited by this paper
• Distributed representation of objects in the human ventral visual pathway.

  1999cited by this paper
• Somatosensory discrimination based on cortical microstimulation

  1998cited by this paper
• A cortical representation of the local visual environment

  1998cited by this paper
• Recording of electrical brain activity in a magnetic resonance environment: Distorting effects of the static magnetic field

  1998cited by this paper
• Temporal Cortex Activation in Humans Viewing Eye and Mouth Movements

  1998cited by this paper
• Brain wave recognition of words.

  1997cited by this paper
• The Fusiform Face Area: A Module in Human Extrastriate Cortex Specialized for Face Perception

  1997cited by this paper
• Face-Specific Processing in the Human Fusiform Gyrus

  1997cited by this paper
• Regression Shrinkage and Selection via the Lasso

  1996cited by this paper
• A relationship between behavioral choice and the visual responses of neurons in macaque MT

  1996influential reference
• Motion perception: seeing and deciding.

  1996cited by this paper
• Evoked Potential Studies of Face and Object Processing

  1996cited by this paper
• Electrophysiological Studies of Face Perception in Humans

  1996cited by this paper

• Spatiotemporal dissociation of physical salience and stimulus evaluation in the human midbrain.

  2025cites this paper
• Evidence That Respiratory Phase May Modulate Task-Related Neural Representations of Visual Stimuli

  2025cites this paper
• Cross-modal congruency modulates evidence accumulation, not decision thresholds

  2025cites this paper
• Modality-specific impacts of distractors on visual and auditory categorical decision-making: an evidence accumulation perspective

  2024cites this paper
• Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection

  2024cites this paper
• Saccade size predicts onset time of object processing during visual search of an open world virtual environment

  2024cites this paper
• Human behavior in free search online shopping scenarios can be predicted from EEG activation using Hjorth parameters

  2023cites this paper
• Distinct spatiotemporal brainstem pathways of outcome valence during reward- and punishment-based learning.

  2023cites this paper
• Conceptualizing and Examining Change in Communication Research

  2023cites this paper
• Pupil-linked phasic arousal relates to the reduction of response inhibition: inferences from a simultaneous pupillometry and EEG-fMRI study

  2022cites this paper
• A Common Neural Account for Social and Nonsocial Decisions

  2022influential citation
• At‐risk alcohol users have disrupted valence discrimination during reward anticipation

  2022cites this paper
• Neurocomputational mechanisms underlying cross-modal associations and their influence on perceptual decisions

  2021cites this paper
• A common neural currency account for social and non-social decisions

  2021cites this paper
• The Leaky Integrating Threshold and its impact on evidence accumulation models of choice RT

  2020cites this paper
• Auditory information enhances post-sensory visual evidence during rapid multisensory decision-making

  2020cites this paper
• Event-Related Potential and Behavioral Correlates of Deafness to Change in the Identity and Location of Objects in Auditory Scenes

  2019cites this paper
• Early Neural Correlates of an Auditory Pitch - Visual Size Cross-modal Association

  2018cites this paper
• Improvisation experience predicts how musicians categorize musical structures

  2018cites this paper
• Investigating the neural mechanisms underlying audio-visual perception using electroencephalography (EEG)

  2018cites this paper
• Neural and visual correlates of perceptual decision making in adult dyslexia

  2018cites this paper
• A multimodal encoding model applied to imaging decision‐related neural cascades in the human brain

  2017cites this paper
• Human VMPFC encodes early signatures of confidence in perceptual decisions

  2017cites this paper
• Sensory variability and brain state : models, psychophysics, electrophysiology

  2017cites this paper
• Perceptual learning alters post-sensory processing in human decision-making

  2017cites this paper
• Fouragnan, Elsa and Retzler, Chris and Mullinger, Karen J. and Philiastides, Marios G. (2015) Two spatiotemporally distinct value systems shape reward- based learning in the human brain. Nature

  2017cites this paper
• The Decision Decoding ToolBOX (DDTBOX) – A Multivariate Pattern Analysis Toolbox for Event-Related Potentials

  2017cites this paper
• Neural correlates of evidence accumulation during value-based decisions revealed via simultaneous EEG-fMRI

  2017cites this paper
• Title A new foreperiod effect on single-trial phase coherence . Part I : existence and relevance Permalink

  2016cites this paper
• Title: Imaging decision-related neural cascades in the human brain 1 2

  2016cites this paper
• Space-by-time decomposition for single-trial decoding of M/EEG activity

  2016cites this paper
• Neural and neurochemical basis of reinforcement-guided decision making.

  2016cites this paper
• A new foreperiod effect on single-trial phase coherence. Part I: existence and relevance

  2016cites this paper
• Cortically Coupled Computing: A New Paradigm for Synergistic Human-Machine Interaction

  2016cites this paper
• Neural representations of confidence emerge from the process of decision formation during perceptual choices

  2015cites this paper
• Experience Does Not Equal Expertise in Recognizing Infrequent Incoming Gunfire: Neural Markers for Experience and Task Expertise at Peak Behavioral Performance

  2015cites this paper
• TITLE : Two spatiotemporally distinct value systems shape reward-based learning in the human brain

  2015cites this paper
• Looking for a face in the crowd: Fixation-related potentials in an eye-movement visual search task

  2014cites this paper
• Evoked Neural Responses to Events in Video

  2014cites this paper
• Oscillatory mechanisms underlying the enhancement of visual motion perception by multisensory congruency.

  2014cites this paper
• Prestimulus alpha power predicts fidelity of sensory encoding in perceptual decision making

  2014cites this paper
• Human Scalp Potentials Reflect a Mixture of Decision-Related Signals during Perceptual Choices

  2014influential citation
• Machine Learning Techniques for Remote Healthcare

  2014cites this paper
• Single-trial linear correlation analysis: application to characterization of stimulus modality effects

  2013cites this paper
• Soldiers and marksmen under fire: monitoring performance with neural correlates of small arms fire localization

  2013cites this paper
• Fast Simultaneous Training of Generalized Linear Models (FaSTGLZ)

  2013cites this paper
• Single-trial analysis of the neural correlates of speech quality perception

  2013cites this paper
• EEG/fMRI fusion based on independent component analysis: integration of data-driven and model-driven methods.

  2012cites this paper
• Improving quantification of functional networks with EEG inverse problem: Evidence from a decoding point of view

  2011cites this paper