Stochastic Resonance with Colored Noise for Neural Signal Detection
Identifieur interne : 003498 ( Main/Exploration ); précédent : 003497; suivant : 003499Stochastic Resonance with Colored Noise for Neural Signal Detection
Auteurs : Fabing Duan [République populaire de Chine] ; François Chapeau-Blondeau [France] ; Derek Abbott [Australie]Source :
- PLoS ONE [ 1932-6203 ] ; 2014.
Descripteurs français
- KwdFr :
- MESH :
- physiologie : Neurones.
- Algorithmes, Bruit, Détection du signal (psychologie), Modèles théoriques, Processus stochastiques.
English descriptors
- KwdEn :
- 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.
Url:
DOI: 10.1371/journal.pone.0091345
PubMed: 24632853
PubMed Central: 3954722
Affiliations:
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China</addr-line></nlm:aff><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Institute of Complexity Science, Qingdao University, Qingdao</wicri:regionArea><wicri:noRegion>Qingdao</wicri:noRegion></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 wicri:level="4"><nlm:aff id="aff2"><addr-line>Laboratoire d'Ingénierie des Systèmes Automatisés, Université d'Angers, Angers, France</addr-line></nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>Laboratoire d'Ingénierie des Systèmes Automatisés, Université d'Angers, Angers</wicri:regionArea><placeName><region type="region">Pays de la Loire</region><region type="old region">Pays de la Loire</region><settlement type="city">Angers</settlement><settlement type="city">Angers</settlement></placeName><orgName type="university">Université d'Angers</orgName></affiliation></author><author><name sortKey="Abbott, Derek" sort="Abbott, Derek" uniqKey="Abbott D" first="Derek" last="Abbott">Derek Abbott</name><affiliation wicri:level="1"><nlm:aff id="aff3"><addr-line>Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, The University of Adelaide, Adelaide, Southern Australia, Australia</addr-line></nlm:aff><country xml:lang="fr">Australie</country><wicri:regionArea>Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, The University of Adelaide, Adelaide, Southern Australia</wicri:regionArea><wicri:noRegion>Southern Australia</wicri:noRegion></affiliation></author></analytic><series><title level="j">PLoS ONE</title><idno type="eISSN">1932-6203</idno><imprint><date when="2014">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="KwdFr" xml:lang="fr"><term>Algorithmes</term><term>Bruit</term><term>Détection du signal (psychologie)</term><term>Modèles théoriques</term><term>Neurones (physiologie)</term><term>Processus stochastiques</term></keywords><keywords scheme="MESH" qualifier="physiologie" xml:lang="fr"><term>Neurones</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><keywords scheme="MESH" xml:lang="fr"><term>Algorithmes</term><term>Bruit</term><term>Détection du signal (psychologie)</term><term>Modèles théoriques</term><term>Processus stochastiques</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>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.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Benzi, R" uniqKey="Benzi R">R Benzi</name></author><author><name sortKey="Sutera, A" uniqKey="Sutera A">A Sutera</name></author><author><name sortKey="Vulpiani, A" uniqKey="Vulpiani A">A Vulpiani</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gammaitoni, L" uniqKey="Gammaitoni L">L Gammaitoni</name></author><author><name sortKey="H Nggi, P" uniqKey="H Nggi P">P Hänggi</name></author><author><name sortKey="Jung, P" uniqKey="Jung P">P Jung</name></author><author><name sortKey="Marchesoni, F" uniqKey="Marchesoni F">F Marchesoni</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wiesenfeld, K" uniqKey="Wiesenfeld K">K Wiesenfeld</name></author><author><name sortKey="Moss, F" uniqKey="Moss F">F Moss</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Collins, Jj" uniqKey="Collins J">JJ Collins</name></author><author><name sortKey="Chow, Cc" uniqKey="Chow C">CC Chow</name></author><author><name sortKey="Imhoff, Tt" uniqKey="Imhoff T">TT Imhoff</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Chapeau Blondeau, F" uniqKey="Chapeau Blondeau F">F Chapeau-Blondeau</name></author><author><name sortKey="Godivier, X" uniqKey="Godivier X">X Godivier</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Russell, Df" uniqKey="Russell D">DF Russell</name></author><author><name sortKey="Wilkens, La" uniqKey="Wilkens L">LA Wilkens</name></author><author><name sortKey="Moss, F" uniqKey="Moss F">F Moss</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lindner, B" uniqKey="Lindner B">B Lindner</name></author><author><name sortKey="Garcia, J" uniqKey="Garcia J">J García</name></author><author><name sortKey="Neiman, A" uniqKey="Neiman A">A Neiman</name></author><author><name sortKey="Schimansky Geier, L" uniqKey="Schimansky Geier L">L Schimansky-Geier</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Moss, F" uniqKey="Moss F">F Moss</name></author><author><name sortKey="Ward, Lm" uniqKey="Ward L">LM Ward</name></author><author><name sortKey="Sannita, Wg" uniqKey="Sannita W">WG Sannita</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Longtin, A" uniqKey="Longtin A">A Longtin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Collins, Jj" uniqKey="Collins J">JJ Collins</name></author><author><name sortKey="Chow, Cc" uniqKey="Chow C">CC Chow</name></author><author><name sortKey="Imhoff, Tt" uniqKey="Imhoff T">TT Imhoff</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bezrukov, Sm" uniqKey="Bezrukov S">SM Bezrukov</name></author><author><name sortKey="Vodyanoy, I" uniqKey="Vodyanoy I">I Vodyanoy</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Levin, Je" uniqKey="Levin J">JE Levin</name></author><author><name sortKey="Miller, Jp" uniqKey="Miller J">JP Miller</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nozaki, D" uniqKey="Nozaki D">D Nozaki</name></author><author><name sortKey="Mar, Dj" uniqKey="Mar D">DJ Mar</name></author><author><name sortKey="Grigg, P" uniqKey="Grigg P">P Grigg</name></author><author><name sortKey="Collins, Jj" uniqKey="Collins J">JJ Collins</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Collins, Jj" uniqKey="Collins J">JJ Collins</name></author><author><name sortKey="Priplata, Aa" uniqKey="Priplata A">AA 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sortKey="Vodyanoy, I" uniqKey="Vodyanoy I">I Vodyanoy</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Blanchard, S" uniqKey="Blanchard S">S Blanchard</name></author><author><name sortKey="Rousseau, D" uniqKey="Rousseau D">D Rousseau</name></author><author><name sortKey="Chapeau Blondeau, F" uniqKey="Chapeau Blondeau F">F Chapeau-Blondeau</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Stocks, Ng" uniqKey="Stocks N">NG Stocks</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Bulsara, Ar" uniqKey="Bulsara A">AR Bulsara</name></author><author><name sortKey="Schmera, G" uniqKey="Schmera G">G Schmera</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lindner, Jf" uniqKey="Lindner J">JF Lindner</name></author><author><name sortKey="Meadows, Bk" 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Zerbe</name></author><author><name sortKey="Moss, F" uniqKey="Moss F">F Moss</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Xu, B" uniqKey="Xu B">B Xu</name></author><author><name sortKey="Li, J" uniqKey="Li J">J Li</name></author><author><name sortKey="Duan, F" uniqKey="Duan F">F Duan</name></author><author><name sortKey="Zheng, J" uniqKey="Zheng J">J Zheng</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Makra, P" uniqKey="Makra P">P Makra</name></author><author><name sortKey="Gingl, Z" uniqKey="Gingl Z">Z Gingl</name></author><author><name sortKey="Fulei, T" uniqKey="Fulei T">T Fülei</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Neiman, A" uniqKey="Neiman A">A Neiman</name></author><author><name sortKey="Sung, W" uniqKey="Sung W">W Sung</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Inchiosa, Me" uniqKey="Inchiosa M">ME 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