Imaging NeuroscienceNeurosciencePeer-reviewed journal article
Tracing the neural trajectories of evidence accumulation and motor preparation processes during voluntary decisions
Lauren Claire FongiD, Paul Michael GarrettiD, Philip Leigh SmithiD, Robert HesteriD, Stefan BodeiD, Daniel FeuerriegeliD
- Citations
- 2
- FWCI
- 8.33
- Field percentile
- top 3%
Abstract
Voluntary decisions have previously been described by where they arise in the brain and how actions corresponding to ones choice are prepared. However, the processes by which these internally guided decisions are formed and translated into action remain unclear. We tested whether neural signatures of evidence accumulation and motor preparation - established in perceptual decision-making - are also observed during voluntary decisions. Forty-nine adults made voluntary (free choice between two options) and forced (single specified choice) decisions while electroencephalography was recorded. To isolate decision formation from action selection, all responses were made with a right-handed keypress. After applying signal deconvolution and current source density transformations, we examined three signals: the centro-parietal positivity (CPP), Mu/Beta (8 - 30 Hz) amplitudes, and a left-hemisphere readiness potential contralateral to the response hand. For both voluntary and forced decisions, CPP and Mu/Beta amplitudes showed hallmark accumulation-to-bound dynamics - faster responses had steeper ramping signals that converged to stereotyped pre-response amplitude levels. The left-hemisphere readiness potential likewise showed convergence to a pre-response level but with less reliable evidence for RT-dependent slope scaling, resembling a late, effector-specific motor gate rather than an evolving decision variable. Waveform amplitudes across the time course of these signals also did not differ reliably between voluntary and forced decisions. Our results indicate that, like perceptual decisions, voluntary choices are also formed by a graded accumulation process that culminates in a motor action, with the CPP indexing an evolving decision variable and Mu/Beta indexing effector-specific motor readiness.
- organism: human
- assay: electronic health records
- research focus: trajectory inference
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Representations of evidence for a perceptual decision in the human brain
Sebastian Bitzer, Hame Park, … Stefan J. Kiebel·bioRxiv·Jan 21, 2019
- Timing of readiness potentials reflect a decision-making process in the human brain
Kitty K. Lui, Michael D. Nunez, … Ramesh Srinivasan·Computational Brain & BehaviorPeer-reviewed·Nov 25, 2020
- Intracranial electroencephalography reveals effector-independent evidence accumulation dynamics in multiple human brain regions
Sabina Gherman, Noah Markowitz, … Stephan Bickel·Nature Human BehaviourPeer-reviewed·Feb 16, 2024
- Motor effort biases perceptual decisions through later-stage evidence accumulation rather than early sensory-attentional processing
Ningjing Cui, Jeroen B. J. Smeets, … Bernadette C.M. van Wijk·bioRxiv·Oct 12, 2026
- Distinguishing evidence accumulation from choice confidence in neural signatures of perceptual decision making
Daria Monakhovych, John P Grogan, … Redmond G O'Connell·bioRxiv·Nov 9, 2026
- Neural Measures of Human Decision Making Track Evidence Accumulation in Learned Space
Arianna Thoksakis, Edward F. Ester·Journal of NeurosciencePeer-reviewed·Apr 9, 2026