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Neural implementations of Bayesian inference

https://doi.org/10.1016/j.conb.2021.09.008

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What this work says

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

inferredcites →https://doi.org/10.1007/978-1-4757-4286-2openalex-snapshot

Statistical Decision Theory and Bayesian Analysis

inferredcites →https://doi.org/10.1016/j.cobeha.2021.02.015openalex-snapshot

Resource-rational decision making

inferredcites →https://doi.org/10.1016/j.conb.2015.04.003openalex-snapshot

On simplicity and complexity in the brave new world of large-scale neuroscience

inferredcites →https://doi.org/10.1016/j.neuron.2005.09.032openalex-snapshot

Transient Dynamics versus Fixed Points in Odor Representations by Locust Antennal Lobe Projection Neurons

inferredcites →https://doi.org/10.1016/j.neuron.2008.09.021openalex-snapshot

Probabilistic Population Codes for Bayesian Decision Making

inferredcites →https://doi.org/10.1016/j.neuron.2016.09.038openalex-snapshot

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex

inferredcites →https://doi.org/10.1016/j.neuron.2016.12.041openalex-snapshot

Neuroscience Needs Behavior: Correcting a Reductionist Bias

inferredcites →https://doi.org/10.1016/j.neuron.2017.05.025openalex-snapshot

Neural Manifolds for the Control of Movement

inferredcites →https://doi.org/10.1016/j.neuron.2017.12.011openalex-snapshot

A Switching Observer for Human Perceptual Estimation

inferredcites →https://doi.org/10.1016/j.neuron.2018.05.020openalex-snapshot

Flexible Sensorimotor Computations through Rapid Reconfiguration of Cortical Dynamics

inferredcites →https://doi.org/10.1016/j.neuron.2018.07.003openalex-snapshot

Linking Connectivity, Dynamics, and Computations in Low-Rank Recurrent Neural Networks

inferredcites →https://doi.org/10.1016/j.neuron.2019.06.012openalex-snapshot

Bayesian Computation through Cortical Latent Dynamics

inferredcites →https://doi.org/10.1016/j.neuron.2019.08.038openalex-snapshot

Neural Correlates of Optimal Multisensory Decision Making under Time-Varying Reliabilities with an Invariant Linear Probabilistic Population Code

inferredcites →https://doi.org/10.1016/j.neuron.2019.09.037openalex-snapshot

Bayesian Decision Models: A Primer

inferredcites →https://doi.org/10.1016/j.tics.2006.05.003openalex-snapshot

Bayesian decision theory in sensorimotor control

inferredcites →https://doi.org/10.1016/j.tics.2010.01.003openalex-snapshot

Statistically optimal perception and learning: from behavior to neural representations

inferredcites →https://doi.org/10.1016/j.tics.2013.09.009openalex-snapshot

Bayesian optimization of time perception

inferredcites →https://doi.org/10.1016/j.tins.2020.11.007openalex-snapshot

A Network Perspective on Sensorimotor Learning

inferredcites →https://doi.org/10.1016/s0042-6989(01)00147-xopenalex-snapshot

Interaction of visual prior constraints

inferredcites →https://doi.org/10.1016/s0960-9822(03)00135-0openalex-snapshot

The Cost of Cortical Computation

inferredcites →https://doi.org/10.1017/cbo9780511816772.006openalex-snapshot

Bayesian Models of Cognition

inferredcites →https://doi.org/10.1017/cbo9780511984037openalex-snapshot

Perception as Bayesian Inference

inferredcites →https://doi.org/10.1017/s0140525x10003134openalex-snapshot

Bayesian Fundamentalism or Enlightenment? On the explanatory status and theoretical contributions of Bayesian models of cognition

inferredcites →https://doi.org/10.1017/s0140525x18000936openalex-snapshot

Suboptimality in perceptual decision making

inferredcites →https://doi.org/10.1017/s0140525x18001462openalex-snapshot

Although optimal models are useful, optimality claims are not that common

inferredcites →https://doi.org/10.1017/s0140525x1900061xopenalex-snapshot

Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources

inferredcites →https://doi.org/10.1037/0033-295x.84.3.279openalex-snapshot

Scalar expectancy theory and Weber's law in animal timing.

inferredcites →https://doi.org/10.1038/37975openalex-snapshot

Modulation of neuronal activity by target uncertainty

inferredcites →https://doi.org/10.1038/nature02169openalex-snapshot

Bayesian integration in sensorimotor learning

inferredcites →https://doi.org/10.1038/nature11129openalex-snapshot

Neural population dynamics during reaching

inferredcites →https://doi.org/10.1038/nature12742openalex-snapshot

Context-dependent computation by recurrent dynamics in prefrontal cortex

inferredcites →https://doi.org/10.1038/nature13665openalex-snapshot

Neural constraints on learning

inferredcites →https://doi.org/10.1038/nature24636openalex-snapshot

Fully integrated silicon probes for high-density recording of neural activity

inferredcites →https://doi.org/10.1038/nature25510openalex-snapshot

Posterior parietal cortex represents sensory history and mediates its effects on behaviour

inferredcites →https://doi.org/10.1038/nn.2450openalex-snapshot

Synaptic computation underlying probabilistic inference

inferredcites →https://doi.org/10.1038/nn.2590openalex-snapshot

Temporal context calibrates interval timing

inferredcites →https://doi.org/10.1038/nn.2640openalex-snapshot

Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials

inferredcites →https://doi.org/10.1038/nn.2831openalex-snapshot

Cardinal rules: visual orientation perception reflects knowledge of environmental statistics

inferredcites →https://doi.org/10.1038/nn.2872openalex-snapshot

Owl's behavior and neural representation predicted by Bayesian inference

inferredcites →https://doi.org/10.1038/nn.2983openalex-snapshot

Neural correlates of reliability-based cue weighting during multisensory integration

inferredcites →https://doi.org/10.1038/nn.3495openalex-snapshot

Probabilistic brains: knowns and unknowns

inferredcites →https://doi.org/10.1038/nn.3643openalex-snapshot

Cortical activity in the null space: permitting preparation without movement

inferredcites →https://doi.org/10.1038/nn.3776openalex-snapshot

Dimensionality reduction for large-scale neural recordings

inferredcites →https://doi.org/10.1038/nn.4390openalex-snapshot

Neural substrate of dynamic Bayesian inference in the cerebral cortex

inferredcites →https://doi.org/10.1038/nn1669openalex-snapshot

Noise characteristics and prior expectations in human visual speed perception

inferredcites →https://doi.org/10.1038/nn1790openalex-snapshot

Bayesian inference with probabilistic population codes

inferredcites →https://doi.org/10.1038/s41467-017-02516-xopenalex-snapshot

A cerebellar mechanism for learning prior distributions of time intervals

inferredcites →https://doi.org/10.1038/s41467-018-04062-6openalex-snapshot

Population coding of conditional probability distributions in dorsal premotor cortex

inferredcites →https://doi.org/10.1038/s41467-018-06560-zopenalex-snapshot

Cortical population activity within a preserved neural manifold underlies multiple motor behaviors

inferredcites →https://doi.org/10.1038/s41467-020-16999-8openalex-snapshot

A neural circuit model for human sensorimotor timing

inferredcites →https://doi.org/10.1038/s41467-020-17490-0openalex-snapshot

Rapid Bayesian learning in the mammalian olfactory system

inferredcites →https://doi.org/10.1038/s41586-019-1346-5openalex-snapshot

High-dimensional geometry of population responses in visual cortex

inferredcites →https://doi.org/10.1038/s41593-017-0028-6openalex-snapshot

Flexible timing by temporal scaling of cortical responses

inferredcites →https://doi.org/10.1038/s41593-018-0233-yopenalex-snapshot

Neural implementation of Bayesian inference in a sensorimotor behavior

inferredcites →https://doi.org/10.1038/s41593-019-0500-6openalex-snapshot

Internal models of sensorimotor integration regulate cortical dynamics

inferredcites →https://doi.org/10.1038/s41593-019-0554-5openalex-snapshot

A neural basis of probabilistic computation in visual cortex

inferredcites →https://doi.org/10.1038/s41593-019-0555-4openalex-snapshot

Long-term stability of cortical population dynamics underlying consistent behavior

inferredcites →https://doi.org/10.1038/s41593-020-0671-1openalex-snapshot

Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference

inferredcites →https://doi.org/10.1038/s41593-021-00809-5openalex-snapshot

Synaptic plasticity as Bayesian inference

inferredcites →https://doi.org/10.1038/s41593-022-01088-4openalex-snapshot

The role of population structure in computations through neural dynamics

inferredcites →https://doi.org/10.1073/pnas.1310666110openalex-snapshot

Mice infer probabilistic models for timing

inferredcites →https://doi.org/10.1073/pnas.2021531118openalex-snapshot

Validating model-based Bayesian integration using prior–cost metamers

inferredcites →https://doi.org/10.1098/rspa.2012.0683openalex-snapshot

Thermodynamics as a theory of decision-making with information-processing costs

inferredcites →https://doi.org/10.1098/rspb.2013.2952openalex-snapshot

Occam's Razor in sensorimotor learning

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/10.1146/annurev-control-060117-105206openalex-snapshot

Internal Models in Biological Control

inferredcites →https://doi.org/10.1146/annurev-neuro-062111-150410openalex-snapshot

Compressed Sensing, Sparsity, and Dimensionality in Neuronal Information Processing and Data Analysis

inferredcites →https://doi.org/10.1146/annurev-neuro-071013-014017openalex-snapshot

Neural Coding of Uncertainty and Probability

inferredcites →https://doi.org/10.1146/annurev.neuro.26.041002.131112openalex-snapshot

I NFERENCE AND C OMPUTATION WITH P OPULATION C ODES

inferredcites →https://doi.org/10.1146/annurev.psych.55.090902.142005openalex-snapshot

Object Perception as Bayesian Inference

inferredcites →https://doi.org/10.1152/jn.00035.2018openalex-snapshot

Policies or knowledge: priors differ between a perceptual and sensorimotor task

inferredcites →https://doi.org/10.1152/jn.00275.2004openalex-snapshot

Bayesian Integration in Force Estimation

inferredcites →https://doi.org/10.1152/jn.00282.2017openalex-snapshot

Control of the strength of visual-motor transmission as the mechanism of rapid adaptation of priors for Bayesian inference in smooth pursuit eye movements

inferredcites →https://doi.org/10.1152/jn.01168.2004openalex-snapshot

Testing Bayesian Models of Human Coincidence Timing

inferredcites →https://doi.org/10.1152/jn.1996.76.4.2790openalex-snapshot

Probability density estimation for the interpretation of neural population codes

inferredcites →https://doi.org/10.1152/jn.90941.2008openalex-snapshot

Gaussian-Process Factor Analysis for Low-Dimensional Single-Trial Analysis of Neural Population Activity

inferredcites →https://doi.org/10.1162/089976603322362356openalex-snapshot

Doubly Distributional Population Codes: Simultaneous Representation of Uncertainty and Multiplicity

inferredcites →https://doi.org/10.1162/neco_a_00076openalex-snapshot

Least Squares Estimation Without Priors or Supervision

inferredcites →https://doi.org/10.1162/neco_a_00638openalex-snapshot

Efficient Sensory Encoding and Bayesian Inference with Heterogeneous Neural Populations

inferredcites →https://doi.org/10.1167/7.8.13openalex-snapshot

Learning Bayesian priors for depth perception

inferredcites →https://doi.org/10.1371/journal.pcbi.1002651openalex-snapshot

Maintaining a Cognitive Map in Darkness: The Need to Fuse Boundary Knowledge with Path Integration

inferredcites →https://doi.org/10.1371/journal.pcbi.1002771openalex-snapshot

Internal Representations of Temporal Statistics and Feedback Calibrate Motor-Sensory Interval Timing

inferredcites →https://doi.org/10.1371/journal.pcbi.1003037openalex-snapshot

Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity

inferredcites →https://doi.org/10.1371/journal.pcbi.1003661openalex-snapshot

On the Origins of Suboptimality in Human Probabilistic Inference

inferredcites →https://doi.org/10.1371/journal.pcbi.1005164openalex-snapshot

Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1

inferredcites →https://doi.org/10.1371/journal.pone.0012686openalex-snapshot

Learning Priors for Bayesian Computations in the Nervous System

inferredcites →https://doi.org/10.1371/journal.pone.0062276openalex-snapshot

How the Statistics of Sequential Presentation Influence the Learning of Structure

inferredcites →https://doi.org/10.1523/jneurosci.5948-11.2012openalex-snapshot

Neural Correlates of Prior Expectations of Motion in the Lateral Intraparietal and Middle Temporal Areas

inferredcites →https://doi.org/10.3389/fncom.2014.00121openalex-snapshot

Structure learning and the Occam's razor principle: a new view of human function acquisition

inferredcites →https://doi.org/10.3389/frobt.2015.00027openalex-snapshot

Bounded Rationality, Abstraction, and Hierarchical Decision-Making: An Information-Theoretic Optimality Principle

inferredcites →https://doi.org/10.48550/arxiv.1609.09059openalex-snapshot

Training recurrent networks to generate hypotheses about how the brain solves hard navigation problems

inferredcites →https://doi.org/10.7551/mitpress/1120.001.0001openalex-snapshot

Advances in Neural Information Processing Systems 14

inferredcites →https://doi.org/10.7551/mitpress/1120.003.0045openalex-snapshot

Neural Implementation of Bayesian Inference in Population Codes

inferredcites →https://doi.org/10.7551/mitpress/11207.001.0001openalex-snapshot

The Computational Brain

inferredcites →https://doi.org/10.7551/mitpress/8029.003.0046openalex-snapshot

Optimal Estimation in Sensory Systems

inferredcites →https://doi.org/10.7551/mitpress/9780262042383.001.0001openalex-snapshot

Bayesian Brain

inferredcites →https://doi.org/10.7554/elife.10989openalex-snapshot

Demixed principal component analysis of neural population data

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