Bayesian models: the structure of the world, uncertainty, behavior, and the brain (Q34177725)

31 July 2017

1 reference

title

Bayesian models: the structure of the world, uncertainty, behavior, and the brain (English)

1 reference

31 July 2017

Konrad Kording

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author name string

Iris Vilares

series ordinal

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31 July 2017

language of work or name

English

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publication date

1 April 2011

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Annals of the New York Academy of Sciences

31 July 2017

published in

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31 July 2017

volume

1224

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31 July 2017

page(s)

22-39

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Decoding with limited neural data: a mixture of time-warped trajectory models for directional reaches

31 July 2017

cites work

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment.

5 July 2018

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Learning priors for Bayesian computations in the nervous system

5 July 2018

1 reference

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Prior knowledge of illumination for 3D perception in the human brain.

5 July 2018

1 reference

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Causal inference in perception.

5 July 2018

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Multisensory processing in review: from physiology to behaviour

5 July 2018

1 reference

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Uncertainty of feedback and state estimation determines the speed of motor adaptation

5 July 2018

1 reference

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Error correction, sensory prediction, and adaptation in motor control

5 July 2018

1 reference

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Statistically optimal perception and learning: from behavior to neural representations

5 July 2018

1 reference

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Bayesian integration and non-linear feedback control in a full-body motor task.

5 July 2018

1 reference

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The coordination of movement: optimal feedback control and beyond

5 July 2018

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Grasping objects with environmentally induced position uncertainty

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Bayesian priors are encoded independently from likelihoods in human multisensory perception

5 July 2018

1 reference

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Motor learning is optimally tuned to the properties of motor noise.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Multisensory integration: psychophysics, neurophysiology, and computation

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Neural decoding of hand motion using a linear state-space model with hidden states

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Humans use visual and remembered information about object location to plan pointing movements

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Probabilistic population codes for Bayesian decision making

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Decoding trajectories from posterior parietal cortex ensembles

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Unsupervised learning of Probabilistic Grammar-Markov Models for object categories

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Relevance of error: what drives motor adaptation?

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

On-line processing of uncertain information in visuomotor control

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Neural correlates of multisensory cue integration in macaque MSTd

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Multisensory integration in macaque visual cortex depends on cue reliability

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Detecting neural-state transitions using hidden Markov models for motor cortical prostheses

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Linking neurons to behavior in multisensory perception: a computational review

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Real-time decoding of nonstationary neural activity in motor cortex

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Choice, uncertainty and value in prefrontal and cingulate cortex.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Multisensory integration: current issues from the perspective of the single neuron.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Decision theory: what "should" the nervous system do?

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Optimal task-dependent changes of bimanual feedback control and adaptation

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Causal inference in multisensory perception

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Judging surface slant for placing objects: a role for motion parallax.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Probabilistic models in human sensorimotor control

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

A Bayesian model unifies multisensory spatial localization with the physiological properties of the superior colliculus

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

The dynamics of memory as a consequence of optimal adaptation to a changing body

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

The emergence of contrast-invariant orientation tuning in simple cells of cat visual cortex

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Reward value coding distinct from risk attitude-related uncertainty coding in human reward systems

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Bayesian inference with probabilistic population codes

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Combining priors and noisy visual cues in a rapid pointing task.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Neurons in the orbitofrontal cortex encode economic value

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

The primate amygdala represents the positive and negative value of visual stimuli during learning.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Uncertainty, neuromodulation, and attention

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Integration of Visual and Auditory Information by Superior Temporal Sulcus Neurons Responsive to the Sight of Actions

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Neural correlates of reaching decisions in dorsal premotor cortex: specification of multiple direction choices and final selection of action

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Optimality principles in sensorimotor control

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Merging the senses into a robust percept

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

The ventriloquist effect results from near-optimal bimodal integration

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Object perception as Bayesian inference

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Encoding predictive reward value in human amygdala and orbitofrontal cortex

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Bayesian integration of visual and auditory signals for spatial localization

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Discrete coding of reward probability and uncertainty by dopamine neurons.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Banburismus and the brain: decoding the relationship between sensory stimuli, decisions, and reward.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Humans integrate visual and haptic information in a statistically optimal fashion

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Illusions. What you see is what you hear

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Learning of action through adaptive combination of motor primitives

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Prior information preshapes the population representation of movement direction in motor cortex

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

How humans combine simultaneous proprioceptive and visual position information

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Summation and division by neurons in primate visual cortex

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Measurement and modeling of depth cue combination: in defense of weak fusion.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

An internal model for sensorimotor integration

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Interactions among converging sensory inputs in the superior colliculus.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Monkey primary motor and premotor cortex: single-cell activity related to prior information about direction and extent of an intended movement.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Information Processing in the Primate Visual System: An Integrated Systems Perspective

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Hearing lips and seeing voices

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

An Essay towards Solving a Problem in the Doctrine of Chances. By the Late Rev. Mr. Bayes, F. R. S. Communicated by Mr. Price, in a Letter to John Canton, A. M. F. R. S

5 July 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Ancestral graph Markov models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Statistical decision theory and the selection of rapid, goal-directed movements

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

The Bayesian brain: the role of uncertainty in neural coding and computation

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Ideal cue combination for localizing texture-defined edges.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Optimal integration of texture and motion cues to depth.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Do humans optimally integrate stereo and texture information for judgments of surface slant?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Slant from texture and disparity cues: optimal cue combination

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Sound-induced flash illusion as an optimal percept.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

3D shape perception from combined depth cues in human visual cortex

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Bayesian integration in sensorimotor learning

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Testing Bayesian models of human coincidence timing

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Preshaping and continuous evolution of motor cortical representations during movement preparation

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

A New Approach to Linear Filtering and Prediction Problems

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Dynamic regulation of sensorimotor integration in human postural control.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

An optimal state estimation model of sensory integration in human postural balance

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Estimating the sources of motor errors for adaptation and generalization

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

The statistical determinants of adaptation rate in human reaching

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Humans trade off viewing time and movement duration to improve visuomotor accuracy in a fast reaching task

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Modeling and decoding motor cortical activity using a switching Kalman filter.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Optimal sensorimotor integration in recurrent cortical networks: a neural implementation of Kalman filters

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

From covariation to causation: A causal power theory

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Mixture models and the probabilistic structure of depth cues

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Bayesian inference explains perception of unity and ventriloquism aftereffect: identification of common sources of audiovisual stimuli

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Mixture of trajectory models for neural decoding of goal-directed movements

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Vision as Bayesian inference: analysis by synthesis?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Prospect Theory: An Analysis of Decision under Risk

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Adaptive coding of reward value by dopamine neurons

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Effects of expectations for different reward magnitudes on neuronal activity in primate striatum

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Decision making under ambiguity and under risk in mesial temporal lobe epilepsy

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Neural differentiation of expected reward and risk in human subcortical structures.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Decisions under uncertainty: probabilistic context influences activation of prefrontal and parietal cortices.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

A common role of insula in feelings, empathy and uncertainty

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Risk-sensitive neurons in macaque posterior cingulate cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Bayesian spiking neurons I: inference

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Spontaneously emerging cortical representations of visual attributes

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

A Bayesian Model of Conditioned Perception

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Learning to move amid uncertainty.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Comparison of neuronal selectivity for stimulus speed, length, and contrast in the prestriate visual cortical areas V4 and MT of the macaque monkey

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3079291

Small modulation of ongoing cortical dynamics by sensory input during natural vision

28 October 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1749-6632.2011.05965.X

Change of organization in the receptive fields of the cat's retina during dark adaptation

21 January 2018

1 reference

12 December 2020

An adaptive model of sensory integration in a dynamic environment applied to human stance control

1 reference

12 December 2020

Integration of proprioceptive and visual position-information: An experimentally supported model

1 reference

12 December 2020

Spatial summation and contrast sensitivity of X and Y cells in the lateral geniculate nucleus of the macaque

1 reference

12 December 2020

Simultaneous encoding of multiple potential reach directions in dorsal premotor cortex

1 reference

12 December 2020

A perturbation analysis of depth perception from combinations of texture and motion cues

1 reference

12 December 2020

10.1111/J.1749-6632.2011.05965.X

Identifiers

DOI

1 reference

31 July 2017

1 reference

31 July 2017

1 reference