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Human brain activity during mental imagery exhibits signatures of inference in a hierarchical generative model

https://doi.org/10.1101/462226
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.cortex.2017.12.014openalex-snapshot
The neural correlates of visual imagery: A co-ordinate-based meta-analysis
inferredcites →https://doi.org/10.1016/j.cub.2014.12.050openalex-snapshot
Attention Reduces Spatial Uncertainty in Human Ventral Temporal Cortex
inferredcites →https://doi.org/10.1016/j.neuroimage.2006.06.062openalex-snapshot
Inverse retinotopy: Inferring the visual content of images from brain activation patterns
inferredcites →https://doi.org/10.1016/j.neuroimage.2010.07.073openalex-snapshot
Encoding and decoding in fMRI
inferredcites →https://doi.org/10.1016/j.neuroimage.2011.10.055openalex-snapshot
Disentangling visual imagery and perception of real-world objects
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.05.081openalex-snapshot
Reversal of cortical information flow during visual imagery as compared to visual perception
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.10.018openalex-snapshot
A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.06.035openalex-snapshot
The feature-weighted receptive field: an interpretable encoding model for complex feature spaces
inferredcites →https://doi.org/10.1016/j.neuroimage.2018.06.064openalex-snapshot
New advances in encoding and decoding of brain signals
inferredcites →https://doi.org/10.1016/j.neuron.2012.04.001openalex-snapshot
On the Perception of Probable Things: Neural Substrates of Associative Memory, Imagery, and Perception
inferredcites →https://doi.org/10.1016/j.neuron.2017.09.007openalex-snapshot
High-Level Prediction Signals in a Low-Level Area of the Macaque Face-Processing Hierarchy
inferredcites →https://doi.org/10.1016/j.tics.2006.05.002openalex-snapshot
Vision as Bayesian inference: analysis by synthesis?
inferredcites →https://doi.org/10.1016/j.tics.2015.08.003openalex-snapshot
Mental Imagery: Functional Mechanisms and Clinical Applications
inferredcites →https://doi.org/10.1016/j.visres.2011.03.011openalex-snapshot
50th Anniversary special issue of vision research
inferredcites →https://doi.org/10.1016/j.visres.2011.04.012openalex-snapshot
Visual attention: The past 25 years
inferredcites →https://doi.org/10.1037/0033-2909.129.5.723openalex-snapshot
When is early visual cortex activated during visual mental imagery?
inferredcites →https://doi.org/10.1038/381607a0openalex-snapshot
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
inferredcites →https://doi.org/10.1038/4580openalex-snapshot
Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
inferredcites →https://doi.org/10.1038/nature06713openalex-snapshot
Identifying natural images from human brain activity
inferredcites →https://doi.org/10.1038/nature07481openalex-snapshot
Emergence of complex cell properties by learning to generalize in natural scenes
inferredcites →https://doi.org/10.1038/ncomms15037openalex-snapshot
Generic decoding of seen and imagined objects using hierarchical visual features
inferredcites →https://doi.org/10.1093/acprof:oso/9780195179088.001.0001openalex-snapshot
The Case for Mental Imagery
inferredcites →https://doi.org/10.1093/cercor/bhi035openalex-snapshot
Visual Mental Imagery Induces Retinotopically Organized Activation of Early Visual Areas
inferredcites →https://doi.org/10.1093/cercor/bhr106openalex-snapshot
Imagery and Perception Share Cortical Representations of Content and Location
inferredcites →https://doi.org/10.1098/rstb.2005.1622openalex-snapshot
A theory of cortical responses
inferredcites →https://doi.org/10.1126/science.1195870openalex-snapshot
Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment
inferredcites →https://doi.org/10.1126/science.1238406openalex-snapshot
Cortical High-Density Counterstream Architectures
inferredcites →https://doi.org/10.1364/josaa.20.001434openalex-snapshot
Hierarchical Bayesian inference in the visual cortex
inferredcites →https://doi.org/10.1371/journal.pcbi.1004654openalex-snapshot
Measuring Integrated Information from the Decoding Perspective
inferredcites →https://doi.org/10.1523/jneurosci.2378-14.2015openalex-snapshot
Hemisphere-Dependent Attentional Modulation of Human Parietal Visual Field Representations
inferredcites →https://doi.org/10.1523/jneurosci.2991-07.2007openalex-snapshot
Topographic Organization in and near Human Visual Area V4
inferredcites →https://doi.org/10.1523/jneurosci.3022-16.2016openalex-snapshot
Vividness of Visual Imagery Depends on the Neural Overlap with Perception in Visual Areas
inferredcites →https://doi.org/10.1523/jneurosci.3484-16.2017openalex-snapshot
Spatial Tuning Shifts Increase the Discriminability and Fidelity of Population Codes in Visual Cortex
inferredcites →https://doi.org/10.3389/fpsyg.2016.00515openalex-snapshot
On Picturing a Candle: The Prehistory of Imagery Science

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/b978-0-12-815739-8.00015-8openalex-snapshot
Working with high-dimensional feature spaces
inferred← citeshttps://doi.org/10.1098/rstb.2019.0703openalex-snapshot
Why do imagery and perception look and feel so different?
inferred← citeshttps://doi.org/10.32470/ccn.2019.1388-0openalex-snapshot
Cognition as inference: a unifying account of some neural effects associated with mental imagery and attention
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