Stochastic Resonance with Colored Noise for Neural Signal Detection
Identifieur interne : 001867 ( Ncbi/Checkpoint ); précédent : 001866; suivant : 001868Stochastic 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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PMC:3954722Le document en format XML
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<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>
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</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 Priplata</name>
</author>
<author><name sortKey="Gravelle, Dd" uniqKey="Gravelle D">DD Gravelle</name>
</author>
<author><name sortKey="Niemi, J" uniqKey="Niemi J">J Niemi</name>
</author>
<author><name sortKey="Harry, J" uniqKey="Harry J">J Harry</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Priplata, Aa" uniqKey="Priplata A">AA Priplata</name>
</author>
<author><name sortKey="Patritti, Bl" uniqKey="Patritti B">BL Patritti</name>
</author>
<author><name sortKey="Niemi, Jb" uniqKey="Niemi J">JB Niemi</name>
</author>
<author><name sortKey="Hughes, R" uniqKey="Hughes R">R Hughes</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kitajo, K" uniqKey="Kitajo K">K Kitajo</name>
</author>
<author><name sortKey="Yamanaka, K" uniqKey="Yamanaka K">K Yamanaka</name>
</author>
<author><name sortKey="Ward, Lm" uniqKey="Ward L">LM Ward</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kurita, Y" uniqKey="Kurita Y">Y Kurita</name>
</author>
<author><name sortKey="Shinohara, M" uniqKey="Shinohara M">M Shinohara</name>
</author>
<author><name sortKey="Ueda, J" uniqKey="Ueda J">J Ueda</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Simonotto, E" uniqKey="Simonotto E">E Simonotto</name>
</author>
<author><name sortKey="Riani, M" uniqKey="Riani M">M Riani</name>
</author>
<author><name sortKey="Seife, C" uniqKey="Seife C">C Seife</name>
</author>
<author><name sortKey="Roberts, M" uniqKey="Roberts M">M Roberts</name>
</author>
<author><name sortKey="Twitty, J" uniqKey="Twitty J">J Twitty</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Patel, A" uniqKey="Patel A">A Patel</name>
</author>
<author><name sortKey="Kosko, B" uniqKey="Kosko B">B Kosko</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></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" uniqKey="Meadows B">BK Meadows</name>
</author>
<author><name sortKey="Ditto, Wl" uniqKey="Ditto W">WL Ditto</name>
</author>
<author><name sortKey="Inchiosa, Me" uniqKey="Inchiosa M">ME Inchiosa</name>
</author>
<author><name sortKey="Bulsara, Ar" uniqKey="Bulsara A">AR Bulsara</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Gosak, M" uniqKey="Gosak M">M Gosak</name>
</author>
<author><name sortKey="Perc, M" uniqKey="Perc M">M Perc</name>
</author>
<author><name sortKey="Kralj, S" uniqKey="Kralj S">S Kralj</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><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="Zerbe, C" uniqKey="Zerbe C">C 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 Inchiosa</name>
</author>
<author><name sortKey="Bulsara, Ar" uniqKey="Bulsara A">AR Bulsara</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Zozor, S" uniqKey="Zozor S">S Zozor</name>
</author>
<author><name sortKey="Amblard, Po" uniqKey="Amblard P">PO Amblard</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kay, S" uniqKey="Kay S">S Kay</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Chen, H" uniqKey="Chen H">H Chen</name>
</author>
<author><name sortKey="Varshney, Pk" uniqKey="Varshney P">PK Varshney</name>
</author>
<author><name sortKey="Michels, Jh" uniqKey="Michels J">JH Michels</name>
</author>
<author><name sortKey="Kay, Sm" uniqKey="Kay S">SM Kay</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Chen, H" uniqKey="Chen H">H Chen</name>
</author>
<author><name sortKey="Varshney, Pk" uniqKey="Varshney P">PK Varshney</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Patel, A" uniqKey="Patel A">A Patel</name>
</author>
<author><name sortKey="Kosko, B" uniqKey="Kosko B">B Kosko</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Zeng, L" uniqKey="Zeng L">L Zeng</name>
</author>
<author><name sortKey="Li, J" uniqKey="Li J">J Li</name>
</author>
<author><name sortKey="Shi, J" uniqKey="Shi J">J Shi</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Poor, Hv" uniqKey="Poor H">HV Poor</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Poor, Hv" uniqKey="Poor H">HV Poor</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Martinez, Ab" uniqKey="Martinez A">AB Martinez</name>
</author>
<author><name sortKey="Swaszek, Pf" uniqKey="Swaszek P">PF Swaszek</name>
</author>
<author><name sortKey="Thomas, Jb" uniqKey="Thomas J">JB Thomas</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Portnoy, Sl" uniqKey="Portnoy S">SL Portnoy</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Fitzhugh, R" uniqKey="Fitzhugh R">R FitzHugh</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
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<author><name sortKey="Inchiosa, Me" uniqKey="Inchiosa M">ME Inchiosa</name>
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<author><name sortKey="Fogliatti, D" uniqKey="Fogliatti D">D Fogliatti</name>
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<affiliations><list><country><li>Australie</li>
<li>France</li>
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<region><li>Pays de la Loire</li>
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<settlement><li>Angers</li>
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<orgName><li>Université d'Angers</li>
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<tree><country name="République populaire de Chine"><noRegion><name sortKey="Duan, Fabing" sort="Duan, Fabing" uniqKey="Duan F" first="Fabing" last="Duan">Fabing Duan</name>
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<country name="France"><region name="Pays de la Loire"><name sortKey="Chapeau Blondeau, Francois" sort="Chapeau Blondeau, Francois" uniqKey="Chapeau Blondeau F" first="François" last="Chapeau-Blondeau">François Chapeau-Blondeau</name>
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<country name="Australie"><noRegion><name sortKey="Abbott, Derek" sort="Abbott, Derek" uniqKey="Abbott D" first="Derek" last="Abbott">Derek Abbott</name>
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