ArticleeLife2021
Unsupervised changes in core object recognition behavior are predicted by neural plasticity in inferior temporal cortex.
Article in eLife, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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.
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Who cites it
7 citing papers in PubMed, 16 citations in OpenAlex.
- Hierarchical optimization predicts plasticity in the macaque inferior temporal cortex following object training.Nature communications · 2026Article
- Incidental learning of predictive temporal context within cortical representations of visual shape.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Adaptation of the inferior temporal neurons and efficient visual processing.Frontiers in behavioral neuroscience · 2024Review
- Article
- Static and dynamic resting-state brain activity patterns of table tennis players in 7-Tesla MRI.Frontiers in neuroscience · 2023Article
- How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?Advances in neural information processing systems · 2022Article
- Neurons in inferior temporal cortex are sensitive to motion trajectory during degraded object recognition.Cerebral cortex communications · 2022Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
Temporal continuity of object identity is a feature of natural visual input and is potentially exploited - in an unsupervised manner - by the ventral visual stream to build the neural representation in inferior temporal (IT) cortex. Here, we investigated whether plasticity of individual IT neurons underlies human core object recognition behavioral changes induced with unsupervised visual experience. We built a single-neuron plasticity model combined with a previously established IT population-to-recognition-behavior-linking model to predict human learning effects. We found that our model, after constrained by neurophysiological data, largely predicted the mean direction, magnitude, and time course of human performance changes. We also found a previously unreported dependency of the observed human performance change on the initial task difficulty. This result adds support to the hypothesis that tolerant core object recognition in human and non-human primates is instructed - at least in part - by naturally occurring unsupervised temporal contiguity experience.
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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.