Spiral Waves and Multiple Spatial Coherence Resonances Induced by Colored Noise in Neuronal Network
Gaussian colored noise induced spatial patterns and spatial coherence resonances in a square lattice neuronal network composed of Morris-Lecar neurons are studied. Each neuron is at resting state near a saddle-node bifurcation on invariant circle, coupled to its nearest neighbors by electronic coupl...
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Veröffentlicht in: | Communications in theoretical physics 2012, Vol.57 (1), p.61-67 |
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description | Gaussian colored noise induced spatial patterns and spatial coherence resonances in a square lattice neuronal network composed of Morris-Lecar neurons are studied. Each neuron is at resting state near a saddle-node bifurcation on invariant circle, coupled to its nearest neighbors by electronic coupling. Spiral waves with different structures and disordered spatial structures can be alternately induced within a large range of noise intensity. By calculating spatial structure function and signal-to-noise ratio (SNR), it is found that SNR values are higher when the spiral structures are simple and are lower when the spatial patterns are complex or disordered, respectively. SNR manifest multiple local maximal peaks, indicating that the colored noise can induce multiple spatial coherence resonances. The maximal SNR values decrease as the correlation time of the noise increases. These results not only provide an example of multiple resonances, but also show that Gaussian colored noise play constructive roles in neuronal network. |
doi_str_mv | 10.1088/0253-6102/57/1/10 |
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Each neuron is at resting state near a saddle-node bifurcation on invariant circle, coupled to its nearest neighbors by electronic coupling. Spiral waves with different structures and disordered spatial structures can be alternately induced within a large range of noise intensity. By calculating spatial structure function and signal-to-noise ratio (SNR), it is found that SNR values are higher when the spiral structures are simple and are lower when the spatial patterns are complex or disordered, respectively. SNR manifest multiple local maximal peaks, indicating that the colored noise can induce multiple spatial coherence resonances. The maximal SNR values decrease as the correlation time of the noise increases. 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These results not only provide an example of multiple resonances, but also show that Gaussian colored noise play constructive roles in neuronal network.</description><subject>Coherence</subject><subject>Gaussian</subject><subject>Invariants</subject><subject>Mathematical analysis</subject><subject>Networks</subject><subject>Neurons</subject><subject>Noise</subject><subject>Spirals</subject><subject>和空间</subject><subject>有色噪声</subject><subject>相干共振</subject><subject>神经网络</subject><subject>空间结构</subject><subject>螺旋波</subject><subject>诱导</subject><subject>高斯色噪声</subject><issn>0253-6102</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNo9UMtOwzAQ9AEkSuEDuJkblxI7duLkiCoelUqRKIij5Tib1uDGqZ2A-ve4atXTjuaxGg1CN5TcU1IUCUkzNskpSZNMJDSh5AyNTtwFugzhmxCSipyOkF52xiuLv9QvBKzaGr8OtjedBbzsVG-iNHVr8NBqwO8QXKsiCnjW1oOGGle7qFvnI1w4EwCbFi9g8NFnI-j_nP-5QueNsgGuj3eMPp8eP6Yvk_nb82z6MJ9oRng_UVWdiyxPawU857qqoaBlmVelygjXPK0YCCryshDQlA0tU61IUWnVMJ7Tsq7ZGN0d_nbebQcIvdyYoMFa1YIbgqSclULwQqTRSg9W7V0IHhrZebNRficpkfsR5X4wuR9MZkLSyMXM7TGzdu1qa9rVKcRJ7M05Y_8C1XJw</recordid><startdate>2012</startdate><enddate>2012</enddate><creator>唐昭 李玉叶 惠磊 贾冰 吉华光</creator><scope>2RA</scope><scope>92L</scope><scope>CQIGP</scope><scope>~WA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7U5</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>2012</creationdate><title>Spiral Waves and Multiple Spatial Coherence Resonances Induced by Colored Noise in Neuronal Network</title><author>唐昭 李玉叶 惠磊 贾冰 吉华光</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c304t-abd67562dae464cbde81996b9a504c42b3e7176987ef9f192ca08bcaf34619dd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Coherence</topic><topic>Gaussian</topic><topic>Invariants</topic><topic>Mathematical analysis</topic><topic>Networks</topic><topic>Neurons</topic><topic>Noise</topic><topic>Spirals</topic><topic>和空间</topic><topic>有色噪声</topic><topic>相干共振</topic><topic>神经网络</topic><topic>空间结构</topic><topic>螺旋波</topic><topic>诱导</topic><topic>高斯色噪声</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>唐昭 李玉叶 惠磊 贾冰 吉华光</creatorcontrib><collection>中文科技期刊数据库</collection><collection>中文科技期刊数据库-CALIS站点</collection><collection>中文科技期刊数据库-7.0平台</collection><collection>中文科技期刊数据库- 镜像站点</collection><collection>CrossRef</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Communications in theoretical physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>唐昭 李玉叶 惠磊 贾冰 吉华光</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spiral Waves and Multiple Spatial Coherence Resonances Induced by Colored Noise in Neuronal Network</atitle><jtitle>Communications in theoretical physics</jtitle><addtitle>Communications in Theoretical Physics</addtitle><date>2012</date><risdate>2012</risdate><volume>57</volume><issue>1</issue><spage>61</spage><epage>67</epage><pages>61-67</pages><issn>0253-6102</issn><abstract>Gaussian colored noise induced spatial patterns and spatial coherence resonances in a square lattice neuronal network composed of Morris-Lecar neurons are studied. Each neuron is at resting state near a saddle-node bifurcation on invariant circle, coupled to its nearest neighbors by electronic coupling. Spiral waves with different structures and disordered spatial structures can be alternately induced within a large range of noise intensity. By calculating spatial structure function and signal-to-noise ratio (SNR), it is found that SNR values are higher when the spiral structures are simple and are lower when the spatial patterns are complex or disordered, respectively. SNR manifest multiple local maximal peaks, indicating that the colored noise can induce multiple spatial coherence resonances. The maximal SNR values decrease as the correlation time of the noise increases. These results not only provide an example of multiple resonances, but also show that Gaussian colored noise play constructive roles in neuronal network.</abstract><doi>10.1088/0253-6102/57/1/10</doi><tpages>7</tpages></addata></record> |
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subjects | Coherence Gaussian Invariants Mathematical analysis Networks Neurons Noise Spirals 和空间 有色噪声 相干共振 神经网络 空间结构 螺旋波 诱导 高斯色噪声 |
title | Spiral Waves and Multiple Spatial Coherence Resonances Induced by Colored Noise in Neuronal Network |
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