ArticleScientific reports2019
An integration-to-bound model of decision-making that accounts for the spectral properties of neural data.
Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- A brain-wide, trial- and time-dependent deterministic drive synergizes with within-trial noise to time self-initiated actions.bioRxiv : the preprint server for biology · 2026Article
- Disentangling sources of variability in decision-making.Nature reviews. Neuroscience · 2025Review
- Interdisciplinary Approaches in Psychiatric Research: From Neural Dynamics to Clinical Applications in Schizophrenia.Actas espanolas de psiquiatria · 2025Article
- Characterization of the gut microbiome in Wuhuang pigs and their crossbred offspring.Frontiers in veterinary science · 2025Article
- Beta-band power classification of go/no-go arm-reaching responses in the human hippocampus.Journal of neural engineering · 2024Article
- Clarifying the nature of stochastic fluctuations and accumulation processes in spontaneous movements.Frontiers in psychology · 2023Article
- It's in the Timing: Reduced Temporal Precision in Neural Activity of Schizophrenia.Cerebral cortex (New York, N.Y. : 1991) · 2022Article
- An Overcomplete Approach to Fitting Drift-Diffusion Decision Models to Trial-By-Trial Data.Frontiers in artificial intelligence · 2021Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Integration-to-bound models are among the most widely used models of perceptual decision-making due to their simplicity and power in accounting for behavioral and neurophysiological data. They involve temporal integration over an input signal ("evidence") plus Gaussian white noise. However, brain data shows that noise in the brain is long-term correlated, with a spectral density of the form 1/f
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.