Trial reportScientific reports2020
Active inference under visuo-proprioceptive conflict: Simulation and empirical results.
Trial report in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed.
- Age-related changes in proprioception are of limited size, outcome-dependent and task-dependent.GeroScience · 2026Article
- Seeing Through Feeling: Dynamic Interplay Between Emotion and Visual Perception.Brain sciences · 2026Review
- Environmental pressure and sensory uncertainty modulate free-throw performance: psychological, neurophysiological, and kinematic evidence.Scientific reports · 2026Article
- Generalization of Knee Joint Moment Prediction During Drop Vertical Jumps Under Graded Visuo-Proprioceptive Conflict: The Role of Multijoint Kinematics Across Validation Frameworks.Bioengineering (Basel, Switzerland) · 2026Article
- Mechanisms of Visuomotor Interception.Brain sciences · 2026Review
- Active inference and speech motor control.Psychonomic bulletin & review · 2026Review
- The effects of different sports activities on body scheme in preschoolers and primary school children: an experimental and theoretical analysis.Journal of physiological anthropology · 2026Article
- Reframing neuroergonomics in an evolutionary and active inference context.Frontiers in neuroergonomics · 2026Article
- Motor and operative intentionality in computational phenomenology: from shallow to deep active inference models.Neuroscience of consciousness · 2026Article
- Tactile contribution extends beyond exteroception during spatially guided finger movements.Scientific reports · 2025Article
- Visual Perceptual Processing Abnormalities in Body Dysmorphic Disorder.Current topics in behavioral neurosciences · 2025Review
- Exploring the relationship between cardiac awareness and balance.Scientific reports · 2024Article
- The Many Roles of Precision in Action.Entropy (Basel, Switzerland) · 2024Review
- The Relationship Between Environmental Statistics and Predictive Gaze Behaviour During a Manual Interception Task: Eye Movements as Active Inference.Computational brain & behavior · 2024Article
- Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference.Brain informatics · 2023Article
- Flexible intentions: An Active Inference theory.Frontiers in computational neuroscience · 2023Article
- Positive Effect of Manipulated Virtual Kinematic Intervention in Individuals with Traumatic Stiff Shoulder: A Pilot Study.Journal of clinical medicine · 2022Article
- Active inference unifies intentional and conflict-resolution imperatives of motor control.PLoS computational biology · 2022Article
- I overthink-Therefore I am not: An active inference account of altered sense of self and agency in depersonalisation disorder.Consciousness and cognition · 2022Article
- Enacting Proprioceptive Predictions in the Rubber Hand Illusion.Frontiers in human neuroscience · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
It has been suggested that the brain controls hand movements via internal models that rely on visual and proprioceptive cues about the state of the hand. In active inference formulations of such models, the relative influence of each modality on action and perception is determined by how precise (reliable) it is expected to be. The 'top-down' affordance of expected precision to a particular sensory modality is associated with attention. Here, we asked whether increasing attention to (i.e., the precision of) vision or proprioception would enhance performance in a hand-target phase matching task, in which visual and proprioceptive cues about hand posture were incongruent. We show that in a simple simulated agent-based on predictive coding formulations of active inference-increasing the expected precision of vision or proprioception improved task performance (target matching with the seen or felt hand, respectively) under visuo-proprioceptive conflict. Moreover, we show that this formulation captured the behaviour and self-reported attentional allocation of human participants performing the same task in a virtual reality environment. Together, our results show that selective attention can balance the impact of (conflicting) visual and proprioceptive cues on action-rendering attention a key mechanism for a flexible body representation for action.
Indexed as
Identifiers
What OpenQuestion holds
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.