(Q34077623)

30 July 2017

title

Neural dynamics as sampling: a model for stochastic computation in recurrent networks of spiking neurons (English)

1 reference

30 July 2017

main subject

recurrent neural network

1 reference

4

Wolfgang Maass

0 references

Johannes Bill

series ordinal

2

object named as

Johannes Bill

0 references

Lars Buesing

series ordinal

1

object named as

Lars Buesing

1 reference

30 July 2017

Johannes Bill

2

1 reference

30 July 2017

Bernhard Nessler

series ordinal

3

1 reference

30 July 2017

publication date

3 November 2011

1 reference

PLOS Computational Biology

30 July 2017

published in

1 reference

30 July 2017

volume

7

1 reference

30 July 2017

issue

11

1 reference

30 July 2017

page(s)

e1002211

1 reference

Creative Commons Attribution 4.0 International

30 July 2017

copyright license

start time

3 November 2011

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

cites work

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Stochastic ion channel gating in dendritic neurons: morphology dependence and probabilistic synaptic activation of dendritic spikes

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

The relation of ongoing brain activity, evoked neural responses, and cognition

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

The decade of the dendritic NMDA spike

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Stimulus onset quenches neural variability: a widespread cortical phenomenon

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Statistically optimal perception and learning: from behavior to neural representations

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Learning to represent visual input

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Spontaneous and driven cortical activity: implications for 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=3207943

Relating neuronal firing patterns to functional differentiation of cerebral 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=3207943

Characterizing neuronal activity by describing the membrane potential as a stochastic process.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Spatio-temporal correlations and visual signalling in a complete neuronal population

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

The neural basis of 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=3207943

Optimal predictions in everyday cognition

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

A fast learning algorithm for deep belief nets

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

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=3207943

Hierarchical Bayesian inference in the 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=3207943

Training products of experts by minimizing contrastive divergence

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Stable perception of visually ambiguous patterns

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Cellular mechanisms contributing to response variability of cortical neurons in vivo.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

"Neural" computation of decisions in optimization problems

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

5 July 2018

2 references

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

21 January 2018

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Bayesian integration in sensorimotor learning

28 October 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Bayesian networks, Bayesian learning and cognitive development

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Perceptual multistability predicted by search model for Bayesian decisions

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Probabilistic reasoning by neurons.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Action and behavior: a free-energy formulation

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Theory-based Bayesian models of inductive learning and reasoning.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Belief propagation in networks of spiking neurons.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Bayesian spiking neurons I: inference

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Cortical circuitry implementing graphical models

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

A Learning Algorithm for Boltzmann Machines

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

An Introduction to MCMC for Machine Learning

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Binocular rivalry: a time dependence of eye and stimulus contributions.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

A quantitative map of the circuit of cat primary visual cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Topology and dynamics of the canonical circuit of cat V1.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Measuring the crowd within: probabilistic representations within individuals.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Spontaneously emerging cortical representations of visual attributes

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

Stochastic dynamics as a principle of brain function.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

Précis of bayesian rationality: The probabilistic approach to human reasoning

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3207943

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

28 October 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1002211

The time course of binocular rivalry reveals a fundamental role of noise

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22096452

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Doubly Distributional Population Codes: Simultaneous Representation of Uncertainty and Multiplicity

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22096452

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1371/JOURNAL.PCBI.1002211

1 reference

journals/ploscb/BuesingBNM11

30 July 2017

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

30 July 2017

1 reference