AustralieFrV1, PubMed, Corpus, bibRecord, 003909

Stochastic resonance with colored noise for neural signal detection.

Identifieur interne : 003909 ( PubMed/Corpus ); précédent : 003908; suivant : 003910

Stochastic resonance with colored noise for neural signal detection.

Auteurs : Fabing Duan ; François Chapeau-Blondeau ; Derek Abbott

Source :

PloS one [ 1932-6203 ] ; 2014.

RBID : pubmed:24632853

English descriptors

KwdEn :
- Algorithms, Models, Theoretical, Neurons (physiology), Noise, Signal Detection, Psychological, Stochastic Processes.
MESH :
- physiology : Neurons.
- Algorithms, Models, Theoretical, Noise, Signal Detection, Psychological, Stochastic Processes.

Abstract

We analyze signal detection with nonlinear test statistics in the presence of colored noise. In the limits of small signal and weak noise correlation, the optimal test statistic and its performance are derived under general conditions, especially concerning the type of noise. We also analyze, for a threshold nonlinearity-a key component of a neural model, the conditions for noise-enhanced performance, establishing that colored noise is superior to white noise for detection. For a parallel array of nonlinear elements, approximating neurons, we demonstrate even broader conditions allowing noise-enhanced detection, via a form of suprathreshold stochastic resonance.

DOI: 10.1371/journal.pone.0091345
PubMed: 24632853

Links to Exploration step

pubmed:24632853

Le document en format XML

<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Stochastic resonance with colored noise for neural signal detection.</title>
<author><name sortKey="Duan, Fabing" sort="Duan, Fabing" uniqKey="Duan F" first="Fabing" last="Duan">Fabing Duan</name>
<affiliation><nlm:affiliation>Institute of Complexity Science, Qingdao University, Qingdao, P. R. China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chapeau Blondeau, Francois" sort="Chapeau Blondeau, Francois" uniqKey="Chapeau Blondeau F" first="François" last="Chapeau-Blondeau">François Chapeau-Blondeau</name>
<affiliation><nlm:affiliation>Laboratoire d'Ingénierie des Systèmes Automatisés, Université d'Angers, Angers, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Abbott, Derek" sort="Abbott, Derek" uniqKey="Abbott D" first="Derek" last="Abbott">Derek Abbott</name>
<affiliation><nlm:affiliation>Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, The University of Adelaide, Adelaide, Southern Australia, Australia.</nlm:affiliation>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PubMed</idno>
<date when="2014">2014</date>
<idno type="RBID">pubmed:24632853</idno>
<idno type="pmid">24632853</idno>
<idno type="doi">10.1371/journal.pone.0091345</idno>
<idno type="wicri:Area/PubMed/Corpus">003909</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">003909</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en">Stochastic resonance with colored noise for neural signal detection.</title>
<author><name sortKey="Duan, Fabing" sort="Duan, Fabing" uniqKey="Duan F" first="Fabing" last="Duan">Fabing Duan</name>
<affiliation><nlm:affiliation>Institute of Complexity Science, Qingdao University, Qingdao, P. R. China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chapeau Blondeau, Francois" sort="Chapeau Blondeau, Francois" uniqKey="Chapeau Blondeau F" first="François" last="Chapeau-Blondeau">François Chapeau-Blondeau</name>
<affiliation><nlm:affiliation>Laboratoire d'Ingénierie des Systèmes Automatisés, Université d'Angers, Angers, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Abbott, Derek" sort="Abbott, Derek" uniqKey="Abbott D" first="Derek" last="Abbott">Derek Abbott</name>
<affiliation><nlm:affiliation>Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, The University of Adelaide, Adelaide, Southern Australia, Australia.</nlm:affiliation>
</affiliation>
</author>
</analytic>
<series><title level="j">PloS one</title>
<idno type="eISSN">1932-6203</idno>
<imprint><date when="2014" type="published">2014</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Algorithms</term>
<term>Models, Theoretical</term>
<term>Neurons (physiology)</term>
<term>Noise</term>
<term>Signal Detection, Psychological</term>
<term>Stochastic Processes</term>
</keywords>
<keywords scheme="MESH" qualifier="physiology" xml:lang="en"><term>Neurons</term>
</keywords>
<keywords scheme="MESH" xml:lang="en"><term>Algorithms</term>
<term>Models, Theoretical</term>
<term>Noise</term>
<term>Signal Detection, Psychological</term>
<term>Stochastic Processes</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en">We analyze signal detection with nonlinear test statistics in the presence of colored noise. In the limits of small signal and weak noise correlation, the optimal test statistic and its performance are derived under general conditions, especially concerning the type of noise. We also analyze, for a threshold nonlinearity-a key component of a neural model, the conditions for noise-enhanced performance, establishing that colored noise is superior to white noise for detection. For a parallel array of nonlinear elements, approximating neurons, we demonstrate even broader conditions allowing noise-enhanced detection, via a form of suprathreshold stochastic resonance.</div>
</front>
</TEI>
<pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">24632853</PMID>
<DateCreated><Year>2014</Year>
<Month>03</Month>
<Day>17</Day>
</DateCreated>
<DateCompleted><Year>2014</Year>
<Month>12</Month>
<Day>28</Day>
</DateCompleted>
<DateRevised><Year>2017</Year>
<Month>02</Month>
<Day>20</Day>
</DateRevised>
<Article PubModel="Electronic-eCollection"><Journal><ISSN IssnType="Electronic">1932-6203</ISSN>
<JournalIssue CitedMedium="Internet"><Volume>9</Volume>
<Issue>3</Issue>
<PubDate><Year>2014</Year>
</PubDate>
</JournalIssue>
<Title>PloS one</Title>
<ISOAbbreviation>PLoS ONE</ISOAbbreviation>
</Journal>
<ArticleTitle>Stochastic resonance with colored noise for neural signal detection.</ArticleTitle>
<Pagination><MedlinePgn>e91345</MedlinePgn>
</Pagination>
<ELocationID EIdType="doi" ValidYN="Y">10.1371/journal.pone.0091345</ELocationID>
<Abstract><AbstractText>We analyze signal detection with nonlinear test statistics in the presence of colored noise. In the limits of small signal and weak noise correlation, the optimal test statistic and its performance are derived under general conditions, especially concerning the type of noise. We also analyze, for a threshold nonlinearity-a key component of a neural model, the conditions for noise-enhanced performance, establishing that colored noise is superior to white noise for detection. For a parallel array of nonlinear elements, approximating neurons, we demonstrate even broader conditions allowing noise-enhanced detection, via a form of suprathreshold stochastic resonance.</AbstractText>
</Abstract>
<AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Duan</LastName>
<ForeName>Fabing</ForeName>
<Initials>F</Initials>
<AffiliationInfo><Affiliation>Institute of Complexity Science, Qingdao University, Qingdao, P. R. China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Chapeau-Blondeau</LastName>
<ForeName>François</ForeName>
<Initials>F</Initials>
<AffiliationInfo><Affiliation>Laboratoire d'Ingénierie des Systèmes Automatisés, Université d'Angers, Angers, France.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Abbott</LastName>
<ForeName>Derek</ForeName>
<Initials>D</Initials>
<AffiliationInfo><Affiliation>Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, The University of Adelaide, Adelaide, Southern Australia, Australia.</Affiliation>
</AffiliationInfo>
</Author>
</AuthorList>
<Language>eng</Language>
<PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType>
<PublicationType UI="D013486">Research Support, U.S. Gov't, Non-P.H.S.</PublicationType>
</PublicationTypeList>
<ArticleDate DateType="Electronic"><Year>2014</Year>
<Month>03</Month>
<Day>14</Day>
</ArticleDate>
</Article>
<MedlineJournalInfo><Country>United States</Country>
<MedlineTA>PLoS One</MedlineTA>
<NlmUniqueID>101285081</NlmUniqueID>
<ISSNLinking>1932-6203</ISSNLinking>
</MedlineJournalInfo>
<CitationSubset>IM</CitationSubset>
<CommentsCorrectionsList><CommentsCorrections RefType="Cites"><RefSource>PLoS One. 2010;5(12):e14371</RefSource>
<PMID Version="1">21179552</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Chaos. 2009 Jun;19(2):023112</RefSource>
<PMID Version="1">19566247</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 1996 Mar;53(3):R2021-R2024</RefSource>
<PMID Version="1">9964597</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev Lett. 2000 Mar 13;84(11):2310-3</RefSource>
<PMID Version="1">11018872</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Nov;64(5 Pt 1):051110</RefSource>
<PMID Version="1">11735903</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Nature. 1997 Jan 23;385(6614):319-21</RefSource>
<PMID Version="1">9002515</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Sci Rep. 2012;2:485</RefSource>
<PMID Version="1">22761993</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Ann Neurol. 2006 Jan;59(1):4-12</RefSource>
<PMID Version="1">16287079</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 1993 May;47(5):3734-3737</RefSource>
<PMID Version="1">9960431</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Nature. 1995 Jan 5;373(6509):33-6</RefSource>
<PMID Version="1">7800036</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Nature. 1995 Nov 23;378(6555):362-4</RefSource>
<PMID Version="1">7477370</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Nov;84(5 Pt 1):051107</RefSource>
<PMID Version="1">22181369</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 2000 Nov;62(5 Pt A):6155-63</RefSource>
<PMID Version="1">11101946</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Dec;76(6 Pt 2):066203</RefSource>
<PMID Version="1">18233900</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Nature. 1996 Mar 14;380(6570):165-8</RefSource>
<PMID Version="1">8600392</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Neural Netw. 2009 Jul-Aug;22(5-6):697-706</RefSource>
<PMID Version="1">19628368</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>IEEE Eng Med Biol Mag. 2003 Mar-Apr;22(2):76-83</RefSource>
<PMID Version="1">12733463</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Nature. 1995 Jul 20;376(6537):236-8</RefSource>
<PMID Version="1">7617033</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Clin Neurophysiol. 2004 Feb;115(2):267-81</RefSource>
<PMID Version="1">14744566</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Apr;63(4 Pt 1):041114</RefSource>
<PMID Version="1">11308826</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>PLoS One. 2012;7(4):e34282</RefSource>
<PMID Version="1">22493686</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2003 Feb;67(2 Pt 1):021102</RefSource>
<PMID Version="1">12636648</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2004 Dec;70(6 Pt 1):060101</RefSource>
<PMID Version="1">15697330</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Sep;78(3 Pt 2):036105</RefSource>
<PMID Version="1">18851103</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Nature. 1999 Nov 18;402(6759):291-4</RefSource>
<PMID Version="1">10580499</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Feb;75(2 Pt 1):021121</RefSource>
<PMID Version="1">17358327</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Biophys J. 1961 Jul;1(6):445-66</RefSource>
<PMID Version="1">19431309</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Nonlin Soft Matter Phys. 2010 Feb;81(2 Pt 1):021124</RefSource>
<PMID Version="1">20365547</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev Lett. 1995 Jul 3;75(1):3-6</RefSource>
<PMID Version="1">10059101</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>PLoS Comput Biol. 2009 May;5(5):e1000348</RefSource>
<PMID Version="1">19562010</PMID>
</CommentsCorrections>
<CommentsCorrections RefType="Cites"><RefSource>Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 1995 Oct;52(4):R3321-R3324</RefSource>
<PMID Version="1">9963950</PMID>
</CommentsCorrections>
</CommentsCorrectionsList>
<MeshHeadingList><MeshHeading><DescriptorName UI="D000465" MajorTopicYN="N">Algorithms</DescriptorName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D008962" MajorTopicYN="N">Models, Theoretical</DescriptorName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D009474" MajorTopicYN="N">Neurons</DescriptorName>
<QualifierName UI="Q000502" MajorTopicYN="Y">physiology</QualifierName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D009622" MajorTopicYN="Y">Noise</DescriptorName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D017603" MajorTopicYN="Y">Signal Detection, Psychological</DescriptorName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D013269" MajorTopicYN="Y">Stochastic Processes</DescriptorName>
</MeshHeading>
</MeshHeadingList>
<OtherID Source="NLM">PMC3954722</OtherID>
</MedlineCitation>
<PubmedData><History><PubMedPubDate PubStatus="received"><Year>2013</Year>
<Month>11</Month>
<Day>16</Day>
</PubMedPubDate>
<PubMedPubDate PubStatus="accepted"><Year>2014</Year>
<Month>02</Month>
<Day>10</Day>
</PubMedPubDate>
<PubMedPubDate PubStatus="entrez"><Year>2014</Year>
<Month>3</Month>
<Day>18</Day>
<Hour>6</Hour>
<Minute>0</Minute>
</PubMedPubDate>
<PubMedPubDate PubStatus="pubmed"><Year>2014</Year>
<Month>3</Month>
<Day>19</Day>
<Hour>6</Hour>
<Minute>0</Minute>
</PubMedPubDate>
<PubMedPubDate PubStatus="medline"><Year>2014</Year>
<Month>12</Month>
<Day>30</Day>
<Hour>6</Hour>
<Minute>0</Minute>
</PubMedPubDate>
</History>
<PublicationStatus>epublish</PublicationStatus>
<ArticleIdList><ArticleId IdType="pubmed">24632853</ArticleId>
<ArticleId IdType="doi">10.1371/journal.pone.0091345</ArticleId>
<ArticleId IdType="pii">PONE-D-13-48229</ArticleId>
<ArticleId IdType="pmc">PMC3954722</ArticleId>
</ArticleIdList>
</PubmedData>
</pubmed>
</record>

Pour manipuler ce document sous Unix (Dilib)

EXPLOR_STEP=$WICRI_ROOT/Wicri/Asie/explor/AustralieFrV1/Data/PubMed/Corpus

HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 003909 | SxmlIndent | more

HfdSelect -h $EXPLOR_AREA/Data/PubMed/Corpus/biblio.hfd -nk 003909 | SxmlIndent | more

Pour mettre un lien sur cette page dans le réseau Wicri

{{Explor lien
   |wiki=    Wicri/Asie
   |area=    AustralieFrV1
   |flux=    PubMed
   |étape=   Corpus
   |type=    RBID
   |clé=     pubmed:24632853
   |texte=   Stochastic resonance with colored noise for neural signal detection.
}}

Pour générer des pages wiki

HfdIndexSelect -h $EXPLOR_AREA/Data/PubMed/Corpus/RBID.i   -Sk "pubmed:24632853" \
       | HfdSelect -Kh $EXPLOR_AREA/Data/PubMed/Corpus/biblio.hfd   \
       | NlmPubMed2Wicri -a AustralieFrV1

This area was generated with Dilib version V0.6.33.
Data generation: Tue Dec 5 10:43:12 2017. Site generation: Tue Mar 5 14:07:20 2024

	Serveur d'exploration sur les relations entre la France et l'Australie
	Attention, ce site est en cours de développement ! Attention, site généré par des moyens informatiques à partir de corpus bruts. Les informations ne sont donc pas validées.

Serveur d'exploration sur les relations entre la France et l'Australie

Stochastic resonance with colored noise for neural signal detection.

Stochastic resonance with colored noise for neural signal detection.

Source :

English descriptors

Abstract

Links to Exploration step

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri

Pour générer des pages wiki