Research graph
References from Neural variability reliably encodes interindividual differences in the perception of pain intensity. Local targets link to admitted publications; unresolved targets remain external evidence.
Pain reflects the informational value of nociceptive inputs
2024 · External reference
Human brain responses to concomitant stimulation of Aδ and C nociceptors
10.1523/jneurosci.1355-14.2014 · 2014 · External reference
Operculoinsular cortex encodes pain intensity at the earliest stages of cortical processing as indicated by amplitude of laser-evoked potentials in humans
10.1016/j.neuroscience.2004.10.035 · 2005 · External reference
Distinct patterns of brain activity mediate perceptual and motor and autonomic responses to noxious stimuli
10.1038/s41467-018-06875-x · 2018 · External reference
Clinical usefulness of laser-evoked potentials
10.1016/j.neucli.2003.10.009 · 2003 · External reference
Moment-to-moment brain signal variability: a next frontier in human brain mapping?
10.1016/j.neubiorev.2013.02.015 · 2013 · External reference
Neuronal variability: noise or part of the signal?
10.1038/nrn1668 · 2005 · External reference
Behavior needs neural variability
10.1016/j.neuron.2021.01.023 · 2021 · External reference
Physiological signal variability in hMT+ reflects performance on a direction discrimination task
10.3389/fpsyg.2011.00185 · 2011 · External reference
Brain noise is task dependent and region specific
10.1152/jn.00648.2010 · 2010 · External reference
Neural oscillations: understanding a neural code of pain
10.1177/1073858420958629 · 2021 · External reference
The search for pain biomarkers in the human brain
10.1093/brain/awy281 · 2018 · External reference
Modeling pain using fMRI: from regions to biomarkers
10.1007/s12264-017-0150-1 · 2018 · External reference
Advances and challenges in neuroimaging-based pain biomarkers
10.1016/j.xcrm.2024.101784 · 2024 · External reference
Neural indicators of perceptual variability of pain across species
10.1073/pnas.1812499116 · 2019 · External reference
Neurophysiological coding of traits and states in the perception of pain
10.1093/cercor/bhr027 · 2011 · External reference
Differential coding of pain intensity in the human primary and secondary somatosensory cortex
10.1152/jn.2001.86.3.1499 · 2001 · External reference
Neuronal mechanisms of nociceptive-evoked gamma-band oscillations in rodents
2025 · External reference
Nociceptive laser-evoked brain potentials do not reflect nociceptive-specific neural activity
10.1152/jn.91181.2008 · 2009 · External reference
Unresolved reference
2019 · External reference
Selective and replicable neuroimaging-based indicators of pain discriminability
10.1016/j.xcrm.2022.100846 · 2022 · External reference
Signal detection and threshold measures to loud tones and radiant heat in chronic low back pain patients and cohort controls
10.1016/0304-3959(83)90112-4 · 1983 · External reference
Signal detection and threshold measures for chronic back pain patients, chronic illness patients, and cohort controls to radiant heat stimuli
10.1037/0021-843x.90.3.271 · 1981 · External reference
Detecting the emergence of chronic pain in sickle cell disease
10.1016/j.jpainsymman.2011.06.020 · 2012 · External reference
Changes in pain perception after treatment for chronic pain
10.1016/0304-3959(81)90139-1 · 1981 · External reference
Sensory decision theory and visual analogue scale indices predict status of chronic pain patients six months later
10.1016/0885-3924(91)90519-a · 1991 · External reference
Effect of sensory discrimination training on cortical reorganisation and phantom limb pain
10.1016/s0140-6736(00)04890-x · 2001 · External reference
Tactile discrimination, but not tactile stimulation alone, reduces chronic limb pain
10.1016/j.pain.2007.10.021 · 2008 · External reference
Sensorimotor retuning in complex regional pain syndrome parallels pain reduction
10.1002/ana.20394 · 2005 · External reference
Dissociation between individual differences in self-reported pain intensity and underlying fMRI brain activation
10.1038/s41467-022-31039-3 · 2022 · External reference
Pain-free resting-state functional brain connectivity predicts individual pain sensitivity
10.1038/s41467-019-13785-z · 2020 · External reference
Magnitude and temporal variability of inter-stimulus EEG modulate the linear relationship between laser-evoked potentials and fast-pain perception
10.3389/fnins.2018.00340 · 2018 · External reference
Regional brain signal variability: a novel indicator of pain sensitivity and coping
10.1097/j.pain.0000000000000665 · 2016 · External reference
1,500 scientists lift the lid on reproducibility
10.1038/533452a · 2016 · External reference
Power failure: why small sample size undermines the reliability of neuroscience
10.1038/nrn3475 · 2013 · External reference
Estimating the reproducibility of psychological science
10.1126/science.aac4716 · 2015 · External reference
Scanning the horizon: towards transparent and reproducible neuroimaging research
10.1038/nrn.2016.167 · 2017 · External reference
Determinants of laser-evoked EEG responses: pain perception or stimulus saliency?
10.1152/jn.00097.2008 · 2008 · External reference
A multisensory investigation of the functional significance of the “pain matrix”
10.1016/j.neuroimage.2010.09.084 · 2011 · External reference
Human cerebral potentials evoked by CO2 laser stimuli causing pain
10.1007/bf00269463 · 1987 · External reference
Gamma-band oscillations of pain and nociception: a systematic review and meta-analysis of human and rodent studies
10.1016/j.neubiorev.2023.105062 · 2023 · External reference
Permutation entropy: a natural complexity measure for time series
10.1103/physrevlett.88.174102 · 2002 · External reference
Mechanisms of evoked and induced responses in MEG/EEG
10.1016/j.neuroimage.2006.02.034 · 2006 · External reference
The dominance analysis approach for comparing predictors in multiple regression
10.1037/1082-989x.8.2.129 · 2003 · External reference
Dominance analysis: a new approach to the problem of relative importance of predictors in multiple regression
10.1037/0033-2909.114.3.542 · 1993 · External reference
Amplitudes of laser evoked potential recorded from primary somatosensory, parasylvian and medial frontal cortex are graded with stimulus intensity
10.1016/j.pain.2004.04.009 · 2004 · External reference
Laser-evoked potentials as a tool for assessing the efficacy of antinociceptive drugs
10.1016/j.ejpain.2009.05.001 · 2010 · External reference
Neural variability: friend or foe?
10.1016/j.tics.2015.04.005 · 2015 · External reference
Neural variability quenching predicts individual perceptual abilities
10.1523/jneurosci.1671-16.2016 · 2017 · External reference
Interplay between heightened temporal variability of spontaneous brain activity and task-evoked hyperactivation in the blind
2016 · External reference
The relationship between trial-by-trial variability and oscillations of cortical population activity
10.1038/s41598-019-53270-7 · 2019 · External reference
The importance of being variable
10.1523/jneurosci.5641-10.2011 · 2011 · External reference
Higher performers upregulate brain signal variability in response to more feature-rich visual input
10.1016/j.neuroimage.2020.116836 · 2020 · External reference
Moment-to-moment brain signal variability reliably predicts psychiatric treatment outcome
10.1016/j.biopsych.2021.09.026 · 2022 · External reference
Noise in the nervous system
10.1038/nrn2258 · 2008 · External reference
Single-trial analysis and classification of ERP components—a tutorial
10.1016/j.neuroimage.2010.06.048 · 2011 · External reference
A novel approach for enhancing the signal-to-noise ratio and detecting automatically event-related potentials (ERPs) in single trials
10.1016/j.neuroimage.2009.12.010 · 2010 · External reference
Unresolved reference
2014 · External reference
Stimulus onset quenches neural variability: a widespread cortical phenomenon
10.1038/nn.2501 · 2010 · External reference
Pain: a statistical account
10.1371/journal.pcbi.1005142 · 2017 · External reference
Unresolved reference
2024 · External reference
Confidence of probabilistic predictions modulates the cortical response to pain
10.1073/pnas.2212252120 · 2023 · External reference
How do expectations shape perception?
10.1016/j.tics.2018.06.002 · 2018 · External reference
Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference
10.1038/s41593-020-0671-1 · 2020 · External reference
Neural variability and sampling-based probabilistic representations in the visual cortex
10.1016/j.neuron.2016.09.038 · 2016 · External reference
Neural variability in the default mode network compresses with increasing belief precision during Bayesian inference
10.1093/cercor/bhaf219 · 2025 · External reference
The pain matrix reloaded: a salience detection system for the body
10.1016/j.pneurobio.2010.10.005 · 2011 · External reference
Spatial patterns of brain activity preferentially reflecting transient pain and stimulus intensity
10.1093/cercor/bhz026 · 2019 · External reference
Subjective salience ratings are a reliable proxy for physiological measures of arousal
10.1097/j.pain.0000000000003699 · 2025 · External reference
Pain demands attention: a cognitive-affective model of the interruptive function of pain
10.1037/0033-2909.125.3.356 · 1999 · External reference
The interruptive effect of pain on attention
10.1080/17470218.2011.626865 · 2012 · External reference
Detection and decision factors in pain perception in young and elderly men
10.1016/0304-3959(76)90004-x · 1976 · External reference
The perception of induced dental pain in young and elderly women
10.1093/geronj/32.4.428 · 1977 · External reference
Differences in pain perception between myofascial pain dysfunction patients and normal subjects: a signal detection analysis
10.1016/0022-3999(80)90021-5 · 1980 · External reference
Thermal sensory decision theory indices and pain threshold in chronic pain patients and healthy volunteers
10.1097/00006842-198509000-00006 · 1985 · External reference
Brain mechanisms supporting discrimination of sensory features of pain: a new model
10.1523/jneurosci.5538-08.2009 · 2009 · External reference
Mapping the electric field of high-definition transcranial electrical stimulation across the lifespan
10.1016/j.scib.2024.10.001 · 2024 · External reference
Advancements and challenges in neuromodulation technology: interdisciplinary opportunities and collaborative endeavors
10.1016/j.scib.2023.08.019 · 2023 · External reference
Pain modalities in the body and brain: current knowledge and future perspectives
10.1016/j.neubiorev.2022.104744 · 2022 · External reference
Biological mechanism of post-herpetic neuralgia: evidence from multiple patho-psychophysiological measures
10.1002/ejp.985 · 2017 · External reference
Assessing the predictive value of peak alpha frequency for the sensitivity to pain
10.1097/j.pain.0000000000003571 · 2025 · External reference
EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
10.1016/j.jneumeth.2003.10.009 · 2004 · External reference
DISCOVER-EEG: an open, fully automated EEG pipeline for biomarker discovery in clinical neuroscience
10.1038/s41597-023-02525-0 · 2023 · External reference
ICLabel: an automated electroencephalographic independent component classifier, dataset, and website
10.1016/j.neuroimage.2019.05.026 · 2019 · External reference
Real-time neuroimaging and cognitive monitoring using wearable dry EEG
10.1109/tbme.2015.2481482 · 2015 · External reference
Interindividual variability and individual stability of pain- and touch-related neuronal gamma oscillations
10.1152/jn.00530.2021 · 2023 · External reference
Temporal-spectral signaling of sensory information and expectations in the cerebral processing of pain
10.1073/pnas.2116616119 · 2022 · External reference
Unresolved reference
External reference
10.4324/9781410611147
10.4324/9781410611147 · 2004 · External reference
Viewing the body modulates both pain sensations and pain responses
10.1007/s00221-016-4585-9 · 2016 · External reference
Pain relief by touch: a quantitative approach
10.1016/j.pain.2013.12.024 · 2014 · External reference
Controlling the false discovery rate: a practical and powerful approach to multiple testing
10.1111/j.2517-6161.1995.tb02031.x · 1995 · External reference
Tests for comparing elements of a correlation matrix
10.1037/0033-2909.87.2.245 · 1980 · External reference
Bayesian t tests for accepting and rejecting the null hypothesis
10.3758/pbr.16.2.225 · 2009 · External reference
Using Bayes factor hypothesis testing in neuroscience to establish evidence of absence
10.1038/s41593-020-0660-4 · 2020 · External reference
Bayes factors
10.1080/01621459.1995.10476572 · 1995 · External reference
Unresolved reference
1988 · External reference
