Statistically optimal perception and learning: from behavior to neural representations (Q34129746)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

review article

1 reference

title

Statistically optimal perception and learning: from behavior to neural representations (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

1 reference

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

József Fiser

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

Pietro Berkes

series ordinal

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

publication date

12 February 2010

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

Trends in Cognitive Sciences

18 January 2020

published in

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

volume

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18 January 2020

issue

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

page(s)

119-130

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

A structured model of video reproduces primary visual cortical organisation

18 January 2020

cites work

1 reference

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The study of animal metacognition

28 July 2018

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Spontaneous and driven cortical activity: implications for computation

28 July 2018

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Role of layer 6 of V2 visual cortex in object-recognition memory

28 July 2018

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Perceptual learning and adult cortical plasticity

28 July 2018

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Probabilistic population codes for Bayesian decision making

28 July 2018

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Propagating waves of activity in the neocortex: what they are, what they do.

28 July 2018

1 reference

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Spiking networks for Bayesian inference and choice

28 July 2018

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The discovery of structural form

28 July 2018

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Bayesian learning of visual chunks by human observers.

28 July 2018

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

28 July 2018

1 reference

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Learning multiple layers of representation

28 July 2018

1 reference

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Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging

28 July 2018

1 reference

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Brain states: top-down influences in sensory processing

28 July 2018

1 reference

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A feedforward architecture accounts for rapid categorization

28 July 2018

1 reference

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A maximum-likelihood interpretation for slow feature analysis

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Bayesian inference with probabilistic population codes

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Optimal predictions in everyday cognition

28 July 2018

1 reference

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Causal reasoning in rats.

28 July 2018

1 reference

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The human brain is intrinsically organized into dynamic, anticorrelated functional networks

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Merging the senses into a robust percept

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

A theory of causal learning in children: causal maps and Bayes nets

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Hierarchical Bayesian inference in the visual cortex

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Inference and computation with population codes

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Signal-Driven Computations in Speech Processing

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Bayesian natural selection and the evolution of perceptual systems

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Humans integrate visual and haptic information in a statistically optimal fashion

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

An energy budget for signaling in the grey matter of the brain

28 July 2018

1 reference

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The contribution of noise to contrast invariance of orientation tuning in cat visual cortex

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Recurrent sampling models for the Helmholtz machine

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

A Unifying Review of Linear Gaussian Models

28 July 2018

1 reference

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Probabilistic interpretation of population codes

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

The "independent components" of natural scenes are edge filters

28 July 2018

1 reference

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Generative models for discovering sparse distributed representations

28 July 2018

1 reference

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Statistical learning by 8-month-old infants

28 July 2018

1 reference

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Synaptic activity and the construction of cortical circuits

28 July 2018

1 reference

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Emergence of simple-cell receptive field properties by learning a sparse code for natural images

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Activity changes in early visual cortex reflect monkeys' percepts during binocular rivalry

28 July 2018

1 reference

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28 July 2018

1 reference

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Noise, neural codes and cortical organization.

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

The statistical reliability of signals in single neurons in cat and monkey visual cortex

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Relations between EEG phenomena and potentials of single cortical cells. II. Spontaneous and convulsoid activity.

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Stimulus contrast modulates functional connectivity in visual cortex.

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Emergence of complex cell properties by learning to generalize in natural scenes

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Reverberation of recent visual experience in spontaneous cortical waves

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Perceptual multistability predicted by search model for Bayesian decisions

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Neural evidence of statistical learning: efficient detection of visual regularities without awareness

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Measuring the crowd within: probabilistic representations within individuals

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Decision making, movement planning and statistical decision theory

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Simultaneous and independent acquisition of multisensory and unisensory associations.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Bayesian spiking neurons II: learning.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Bayesian spiking neurons I: inference

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Probabilistic reasoning by neurons.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Exact inferences in a neural implementation of a hidden Markov model

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

28 October 2018

Fast population coding

1 reference

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Sequential structure of neocortical spontaneous activity in vivo.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Probabilistic models of cognition: conceptual foundations

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Bayesian decision theory in sensorimotor control.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Vision as Bayesian inference: analysis by synthesis?

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Encoding multielement scenes: statistical learning of visual feature hierarchies.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Slow feature analysis yields a rich repertoire of complex cell properties.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

How close are we to understanding v1?

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Synfire chains and cortical songs: temporal modules of cortical activity.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Bayesian integration in sensorimotor learning

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Spontaneously emerging cortical representations of visual attributes

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Varieties of Helmholtz Machine

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Statistical learning of new visual feature combinations by infants

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Motion illusions as optimal percepts.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Visual statistical learning in infancy: evidence for a domain general learning mechanism.

28 October 2018

1 reference

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Unsupervised statistical learning of higher-order spatial structures from visual scenes.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Edge co-occurrence in natural images predicts contour grouping performance

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Experience-dependent visual cue integration based on consistencies between visual and haptic percepts.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

Cortical plasticity: from synapses to maps

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

The representation of brightness in primary visual cortex

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

The "wake-sleep" algorithm for unsupervised neural networks

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2939867

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

28 October 2018

1 reference

12 December 2020

Coherent spatiotemporal patterns of ongoing activity revealed by real-time optical imaging coupled with single-unit recording in the cat visual cortex

1 reference

12 December 2020

Speed of processing in the human visual system

1 reference

12 December 2020

Natural signal statistics and sensory gain control

1 reference

12 December 2020

Linking spontaneous activity of single cortical neurons and the underlying functional architecture

1 reference

12 December 2020

Perceptual organization and the judgment of brightness

1 reference

12 December 2020

Adaptive Mixtures of Local Experts

1 reference

8 October 2024

https://opencitations.net/index/api/v1/citations/10.1162/NECO.1991.3.1.79

Identifiers

DOI

10.1016/J.TICS.2010.01.003

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json

18 January 2020

PubMed publication ID

20153683

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20153683%20AND%20SRC:MED&resulttype=core&format=json