ArticleNetwork neuroscience (Cambridge, Mass.)2022
Thalamocortical contribution to flexible learning in neural systems.
Article in Network neuroscience (Cambridge, Mass.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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
10 citing papers in PubMed.
- The neural basis for uncertainty processing in hierarchical decision making.Nature communications · 2025Article
- Developing algorithmic psychiatry via multi-level spanning computational models.Cell reports. Medicine · 2025Review
- Mediodorsal thalamus regulates task uncertainty to enable cognitive flexibility.Nature communications · 2025Article
- A prefrontal thalamocortical readout for conflict-related executive dysfunction in schizophrenia.Cell reports. Medicine · 2024Article
- Specific connectivity optimizes learning in thalamocortical loops.Cell reports · 2024Article
- How deep is the brain? The shallow brain hypothesis.Nature reviews. Neuroscience · 2023Review
- Brain connectomics: time for a molecular imaging perspective?Trends in cognitive sciences · 2023Review
- The thalamus in psychosis spectrum disorder.Frontiers in neuroscience · 2023Article
- Remembrance of things perceived: Adding thalamocortical function to artificial neural networks.Frontiers in integrative neuroscience · 2023Review
- Editorial: Focus feature on consciousness and cognition.Network neuroscience (Cambridge, Mass.) · 2022Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
Animal brains evolved to optimize behavior in dynamic environments, flexibly selecting actions that maximize future rewards in different contexts. A large body of experimental work indicates that such optimization changes the wiring of neural circuits, appropriately mapping environmental input onto behavioral outputs. A major unsolved scientific question is how optimal wiring adjustments, which must target the connections responsible for rewards, can be accomplished when the relation between sensory inputs, action taken, and environmental context with rewards is ambiguous. The credit assignment problem can be categorized into context-independent
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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.