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the claim
A single-trial analysis in neuroscience evaluates neural data from one individual stimulus presentation without averaging.
the verdict
SUPPORTED
the evidence backs this
refutedsupported
the weight of evidence
5 sources for · 0 against

Multiple neuroscience studies demonstrate that modern analysis techniques successfully evaluate and decode neural data from individual stimulus presentations without trial averaging.

Evidence for · 5
Decoding Articulatory Features from fMRI Responses in Dorsal Speech Regions
2015 · cited by 98
The study uses multivariate decoding of single-trial fMRI responses to investigate speech perception without averaging across trials.
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The analysis

The retrieved papers consistently provide evidence demonstrating the use of single-trial analysis methods in neuroscience, ranging from fMRI and EEG decoding to behavioral modeling. No papers refute the claim.

More for · 4
Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex
2018 · cited by 63
The study applies decoding models to analyse spatially distributed patterns of neural activity from multiple single-trial measurements of speech production.
Decoding covert motivations of free riding and cooperation from multi-feature pattern analysis of EEG signals.
2015 · cited by 29
The research identifies neural features from single-trial event-related spectral perturbations to predict upcoming behavioral decisions.
Decoding mouse behavior to explain single-trial decisions and their relationship with neural activity
2019 · cited by 4
The study develops decoding models that provide an accurate account of single-trial behavior and its relationship with neural activity.
Distinct oscillatory signatures of emotional reactivity and cognitive reappraisal revealed through multiclass EEG decoding.
2026 · cited by 0
The proof-of-concept study demonstrates that oscillatory EEG features can discriminate affective and regulatory states at the single-trial level.
The paper trail · every fact has a biography
first checked05 Aug 2026
judged → SUPPORTED · 8805 Aug 2026
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