Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

Lars Buesing; Johannes Bill; Bernhard Nessler; Wolfgang Maass

doi:10.1371/journal.pcbi.1002211

Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

Lars Buesing, Johannes Bill, Bernhard Nessler, Wolfgang Maass

Institute of Theoretical Computer Science (7080)

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	e1002211-e1002211
Journal	PLoS Computational Biology
Volume	7
Issue number	11
DOIs	https://doi.org/10.1371/journal.pcbi.1002211
Publication status	Published - 2011

Fields of Expertise

Information, Communication & Computing

Treatment code (Nähere Zuordnung)

Theoretical

Access to Document

10.1371/journal.pcbi.1002211

Cite this

@article{c7489e538d0a4a1cb9d350168fd41d77,

title = "Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons",

author = "Lars Buesing and Johannes Bill and Bernhard Nessler and Wolfgang Maass",

year = "2011",

doi = "10.1371/journal.pcbi.1002211",

language = "English",

volume = "7",

pages = "e1002211--e1002211",

journal = "PLoS Computational Biology",

issn = "1553-7358",

publisher = "Public Library of Science",

number = "11",

}

TY - JOUR

T1 - Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

AU - Buesing, Lars

AU - Bill, Johannes

AU - Nessler, Bernhard

AU - Maass, Wolfgang

PY - 2011

Y1 - 2011

UR - http://www.ploscompbiol.org/article/info%3Adoi%2F10.1371%2Fjournal.pcbi.1002211

UR - http://www.igi.tugraz.at/maass/publications.html

U2 - 10.1371/journal.pcbi.1002211

DO - 10.1371/journal.pcbi.1002211

M3 - Article

SN - 1553-7358

VL - 7

SP - e1002211-e1002211

JO - PLoS Computational Biology

JF - PLoS Computational Biology

IS - 11

ER -

Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

Fields of Expertise

Treatment code (Nähere Zuordnung)

Access to Document

Other files and links

Cite this