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Linking signal detection theory and encoding models to reveal independent neural representations from neuroimaging data
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Defining the face processing network: Optimization of the functional localizer in fMRI
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A Response Time Theory of Separability and Integrality in Speeded Classification
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A theory for the use of visual orientation information which exploits the columnar structure of striate cortex
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Relations between Multidimensional Scaling and Three-Mode Factor Analysis
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Implications of marginal and conditional detection parameters for the separabilities and independence of perceptual dimensions
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‘What’ and ‘where’ in the human brain
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What is adapted in face adaptation? The neural representations of expression in the human visual system
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Why are some dimensions integral? Testing two hypotheses through causal learning experiments
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Ambiguity and invariance: two fundamental challenges for visual processing
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Multimodal representations of person identity individuated with fMRI
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Non-parametric -sample tests: Density functions vs distribution functions
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Perceived association between diagnostic and non-diagnostic cues of women’s sexual interest: General Recognition Theory predictors of risk for sexual coercion
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Two neural pathways of face processing: A critical evaluation of current models
inferredcites →https://doi.org/10.1016/j.neuroimage.2008.09.011openalex-snapshot
The correlates of subjective perception of identity and expression in the face network: An fMRI adaptation study
inferredcites →https://doi.org/10.1016/j.neuroimage.2008.11.007openalex-snapshot
Machine learning classifiers and fMRI: A tutorial overview
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Encoding and decoding in fMRI
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An algorithmic method for functionally defining regions of interest in the ventral visual pathway
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Spatiotemporal activity estimation for multivoxel pattern analysis with rapid event-related designs
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On the interpretation of weight vectors of linear models in multivariate neuroimaging
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.11.043openalex-snapshot
Searchlight-based multi-voxel pattern analysis of fMRI by cross-validated MANOVA
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.01.060openalex-snapshot
Permutation inference for the general linear model
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.04.037openalex-snapshot
What do differences between multi-voxel and univariate analysis mean? How subject-, voxel-, and trial-level variance impact fMRI analysis
inferredcites →https://doi.org/10.1016/j.neuroimage.2016.01.045openalex-snapshot
Face-selective regions differ in their ability to classify facial expressions
inferredcites →https://doi.org/10.1016/j.neuropsychologia.2005.01.012openalex-snapshot
The involvement of the “fusiform face area” in processing facial expression
inferredcites →https://doi.org/10.1016/j.tics.2015.07.005openalex-snapshot
Resolving Ambiguities of MVPA Using Explicit Models of Representation
inferredcites →https://doi.org/10.1016/j.visres.2008.05.025openalex-snapshot
How spatial and feature-based attention affect the gain and tuning of population responses
inferredcites →https://doi.org/10.1016/j.visres.2010.08.035openalex-snapshot
Signal detection theory, uncertainty, and Poisson-like population codes
inferredcites →https://doi.org/10.1016/j.visres.2011.01.011openalex-snapshot
A comparison of spatial frequency tuning for the recognition of facial identity and facial expressions in adults and children
inferredcites →https://doi.org/10.1016/j.visres.2012.12.009openalex-snapshot
Overlapping facial expression representations are identity-dependent
inferredcites →https://doi.org/10.1016/s0022-2496(02)00029-9openalex-snapshot
Further considerations of a general d′ in multidimensional space
inferredcites →https://doi.org/10.1016/s0022-2496(03)00005-1openalex-snapshot
Source monitoring and multivariate signal detection theory, with a model for selection
inferredcites →https://doi.org/10.1016/s0028-3932(01)00114-2openalex-snapshot
Selective attention to facial emotion and identity in schizophrenia
inferredcites →https://doi.org/10.1016/s0166-4328(89)80054-3openalex-snapshot
The role of expression and identity in the face-selective responses of neurons in the temporal visual cortex of the monkey
inferredcites →https://doi.org/10.1016/s1364-6613(00)01482-0openalex-snapshot
The distributed human neural system for face perception
inferredcites →https://doi.org/10.1016/s1364-6613(00)01567-9openalex-snapshot
Neural computations that underlie decisions about sensory stimuli
inferredcites →https://doi.org/10.1016/s1364-6613(02)01908-3openalex-snapshot
Recognizing moving faces: a psychological and neural synthesis
inferredcites →https://doi.org/10.1037//0096-1523.24.6.1748openalex-snapshot
Asymmetric relationships among perceptions of facial identity, emotion, and facial speech.
inferredcites →https://doi.org/10.1037//0096-1523.28.4.913openalex-snapshot
Empirical evidence for independent dimensions in the visual representation of three-dimensional shape.
inferredcites →https://doi.org/10.1037/0033-295x.111.3.588openalex-snapshot
Sum-Difference Theory of Remembering and Knowing: A Two-Dimensional Signal-Detection Model.
inferredcites →https://doi.org/10.1037/0033-295x.93.2.154openalex-snapshot
Varieties of perceptual independence.
inferredcites →https://doi.org/10.1037/0096-1523.30.3.583openalex-snapshot
Effects of Familiarity on the Perceptual Integrality of the Identity and Expression of Faces: The Parallel-Route Hypothesis Revisited.
inferredcites →https://doi.org/10.1037/0096-1523.31.1.170openalex-snapshot
Psychophysical Test for the Independence of Perception and Action.
inferredcites →https://doi.org/10.1037/0096-3445.123.2.178openalex-snapshot
Influences of categorization on perceptual discrimination.
inferredcites →https://doi.org/10.1037/0278-7393.34.2.328openalex-snapshot
Holistic processing of faces: Perceptual and decisional components.
inferredcites →https://doi.org/10.1037/a0028001openalex-snapshot
Variants of independence in the perception of facial identity and expression.
inferredcites →https://doi.org/10.1037/a0037018openalex-snapshot
Explaining compound generalization in associative and causal learning through rational principles of dimensional generalization.
inferredcites →https://doi.org/10.1037/e501882009-475openalex-snapshot
A Decisional Component of Holistic Encoding
inferredcites →https://doi.org/10.1038/11205openalex-snapshot
Reading population codes: a neural implementation of ideal observers
inferredcites →https://doi.org/10.1038/35039062openalex-snapshot
Information processing with population codes
inferredcites →https://doi.org/10.1038/nn.2771openalex-snapshot
Orthogonal representation of sound dimensions in the primate midbrain
inferredcites →https://doi.org/10.1038/nrn2578openalex-snapshot
Extracting information from neuronal populations: information theory and decoding approaches
inferredcites →https://doi.org/10.1073/pnas.0600244103openalex-snapshot
Information-based functional brain mapping
inferredcites →https://doi.org/10.1073/pnas.0800489105openalex-snapshot
Perception of emotional expressions is independent of face selectivity in monkey inferior temporal cortex
inferredcites →https://doi.org/10.1073/pnas.1102433108openalex-snapshot
Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis
inferredcites →https://doi.org/10.1073/pnas.90.22.10749openalex-snapshot
Simple models for reading neuronal population codes.
inferredcites →https://doi.org/10.1093/cercor/bht046openalex-snapshot
Decoding Representations of Face Identity That are Tolerant to Rotation
inferredcites →https://doi.org/10.1093/cercor/bhu337openalex-snapshot
From Parts to Identity: Invariance and Sensitivity of Face Representations to Different Face Halves
inferredcites →https://doi.org/10.1093/oxfordhb/9780199957996.013.2openalex-snapshot
Multidimensional Signal Detection Theory
inferredcites →https://doi.org/10.1101/248583openalex-snapshot
Finding decodable information that is read out in behaviour
inferredcites →https://doi.org/10.1111/1467-9280.00254openalex-snapshot
Recognition and Source Memory as Multivariate Decision Processes
inferredcites →https://doi.org/10.1111/j.1460-9568.2005.04202.xopenalex-snapshot
Tuning for shape dimensions in macaque inferior temporal cortex
inferredcites →https://doi.org/10.1111/j.2044-8295.1986.tb02199.xopenalex-snapshot
Understanding face recognition
inferredcites →https://doi.org/10.1121/1.3699205openalex-snapshot
Identification of walked-upon materials in auditory, kinesthetic, haptic, and audio-haptic conditions
inferredcites →https://doi.org/10.1121/1.3699209openalex-snapshot
Syllable structure and integration of voicing and manner of articulation information in labial consonant identification
inferredcites →https://doi.org/10.1126/science.1117593openalex-snapshot
Fast Readout of Object Identity from Macaque Inferior Temporal Cortex
inferredcites →https://doi.org/10.1146/annurev-vision-082114-035518openalex-snapshot
A Revised Neural Framework for Face Processing
inferredcites →https://doi.org/10.1146/annurev.neuro.26.041002.131112openalex-snapshot
I NFERENCE AND C OMPUTATION WITH P OPULATION C ODES
inferredcites →https://doi.org/10.1152/jn.00155.2004openalex-snapshot
fMRI-Adaptation Reveals Dissociable Neural Representations of Identity and Expression in Face Perception
inferredcites →https://doi.org/10.1163/156856807779369760openalex-snapshot
Low-level correlations between object properties and viewpoint can cause viewpoint-dependent object recognition
inferredcites →https://doi.org/10.1167/11.3.24openalex-snapshot
Asymmetrical interactions in the perception of face identity and emotional expression are not unique to the primate visual system
inferredcites →https://doi.org/10.1167/13.1.26openalex-snapshot
Higher order color mechanisms: Evidence from noise-masking experiments in cone contrast space
inferredcites →https://doi.org/10.1167/13.5.26openalex-snapshot
A sex difference in interference between identity and expression judgments with static but not dynamic faces
inferredcites →https://doi.org/10.1167/8.3.11openalex-snapshot
It doesn't matter how you feel. The facial identity aftereffect is invariant to changes in facial expression
inferredcites →https://doi.org/10.1167/8.6.1openalex-snapshot
The contingent negative variation (CNV) event-related potential (ERP) predicts the attentional blink
inferredcites →https://doi.org/10.1177/0956797613484938openalex-snapshot
Two Items Remembered as Precisely as One
inferredcites →https://doi.org/10.1371/journal.pcbi.1005508openalex-snapshot
Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis
inferredcites →https://doi.org/10.1523/jneurosci.1676-14.2014openalex-snapshot
A Common Neural Code for Perceived and Inferred Emotion
inferredcites →https://doi.org/10.1523/jneurosci.2453-17.2017openalex-snapshot
Inverted Encoding Models of Human Population Response Conflate Noise and Neural Tuning Width
inferredcites →https://doi.org/10.1523/jneurosci.3577-09.2009openalex-snapshot
Decoding and Reconstructing Color from Responses in Human Visual Cortex
inferredcites →https://doi.org/10.3389/fpsyg.2012.00456openalex-snapshot
Identifying Sources of Configurality in Three Face Processing Tasks
inferredcites →https://doi.org/10.3389/fpsyg.2013.00943openalex-snapshot
Discriminability effect on Garner interference: evidence from recognition of facial identity and expression
inferredcites →https://doi.org/10.3389/fpsyg.2014.00672openalex-snapshot
The neural mechanisms for the recognition of face identity in humans
inferredcites →https://doi.org/10.3389/fpsyg.2015.00255openalex-snapshot
Independence of face identity and expression processing: exploring the role of motion
inferredcites →https://doi.org/10.3389/fpsyg.2015.00770openalex-snapshot
The independence of expression and identity in face-processing: evidence from neuropsychological case studies
inferredcites →https://doi.org/10.3389/neuro.01.012.2010openalex-snapshot
Invariance in visual object recognition requires training: a computational argument
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SORN: a Self-organizing Recurrent Neural Network
inferredcites →https://doi.org/10.3758/bf03194426openalex-snapshot
Perceptual interactions of facial dimensions in speeded classification and identification
inferredcites →https://doi.org/10.3758/bf03211870openalex-snapshot
Visual detection and perceptual independence: Assessing color and form
inferredcites →https://doi.org/10.3758/bf03212328openalex-snapshot
Assessing sensitivity in a multidimensional space: Some problems and a definition of a generald′
inferredcites →https://doi.org/10.3758/s13423-014-0661-yopenalex-snapshot
General recognition theory with individual differences: a new method for examining perceptual and decisional interactions with an application to face perception
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Mathematical Models of Perception and Cognition Volume II
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Multidimensional Models of Perception and Cognition
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1037/abn0000681openalex-snapshot
A computational account of the mechanisms underlying face perception biases in depression.
inferred← citeshttps://doi.org/10.3758/s13414-025-03080-zopenalex-snapshot
The sequential categorization-identification paradigm (SCIP): A paradigm for the concurrent testing of strong hypotheses regarding psychological representation and processing
inferred← citeshttps://doi.org/10.3758/s13423-024-02470-yopenalex-snapshot
Face shape and motion are perceptually separable: Support for a revised model of face processing
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