ArticleNetwork neuroscience (Cambridge, Mass.)2018
The network architecture of value learning.
Article in Network neuroscience (Cambridge, Mass.), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
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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.
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Who cites it
14 citing papers in PubMed.
- Brain network reconfiguration during reward prediction error processing.Network neuroscience (Cambridge, Mass.) · 2026Article
- Neural dynamics during the generation and evaluation of creative and non-creative ideas.Communications biology · 2025Article
- The Hippocampus in Pigeons Contributes to the Model-Based Valuation and the Relationship between Temporal Context States.Animals : an open access journal from MDPI · 2024Article
- Reinforcement learning with associative or discriminative generalization across states and actions: fMRI at 3 T and 7 T.Human brain mapping · 2022Article
- Social network analysis for social neuroscientists.Social cognitive and affective neuroscience · 2021Article
- Functional brain network reconfiguration during learning in a dynamic environment.Nature communications · 2020Article
- Media content sharing as a value-based decision.Current opinion in psychology · 2020Review
- EEG dynamical network analysis method reveals the neural signature of visual-motor coordination.PloS one · 2020Article
- Stability of spontaneous, correlated activity in mouse auditory cortex.PLoS computational biology · 2019Article
- Effective learning is accompanied by high-dimensional and efficient representations of neural activity.Nature neuroscience · 2019Article
- Network Approaches to Understand Individual Differences in Brain Connectivity: Opportunities for Personality Neuroscience.Personality neuroscience · 2018Article
- The network architecture of value learning.Network neuroscience (Cambridge, Mass.) · 2018Article
- Editorial: New Trends in Connectomics.Network neuroscience (Cambridge, Mass.) · 2018Article
- Emerging Frontiers of Neuroengineering: A Network Science of Brain Connectivity.Annual review of biomedical engineering · 2017Review
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Value guides behavior. With knowledge of stimulus values and action consequences, behaviors that maximize expected reward can be selected. Prior work has identified several brain structures critical for representing both stimuli and their values. Yet, it remains unclear how these structures interact with one another and with other regions of the brain to support the dynamic acquisition of value-related knowledge. Here, we use a network neuroscience approach to examine how BOLD functional networks change as 20 healthy human subjects learn the values of novel visual stimuli over the course of four consecutive days. We show that connections between regions of the visual, frontal, and cingulate cortices become stronger as learning progresses, with some of these changes being specific to the type of feedback received during learning. These results demonstrate that functional networks dynamically track behavioral improvement in value judgments, and that interactions between network communities form predictive biomarkers of learning.
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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.