Transmission and detection of biharmonic envelope signal in a feed-forward multilayer neural network

doi:10.1016/j.physa.2019.02.053

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	Transmission and detection of biharmonic envelope signal in a feed-forward multilayer neural network
	Yao, Chenggui 1; Ma, Jun 2; He, Zhiwei 1; Qian, Yu 3; Liu, Liping 4
刊名	PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
	2019-06
卷号	523 页码:797-806
关键词	Vibrational resonance Stochastic resonance Two-frequency Feed-forward multilayer neural network Signal transmission
ISSN号	0378-4371
DOI	10.1016/j.physa.2019.02.053
英文摘要	In this work, we investigate in detail the biharmonic envelope signal propagation in a feed-forward multilayer neural network where the biharmonic signals are only on the first layer. We reveal that three signal propagation modes induced high-frequency force, including damped propagation (DP), asynchronous excited propagation (EP), and accurate propagation (AP), are observed under the different parameter settings. Interestingly, under the condition of damped propagation and asynchronous excited propagation, channel noise can induce accurate signal transmission. All these findings may light on our understanding of signal transmission and signal encoding in the brain. (C) 2019 Elsevier B.V. All rights reserved.
资助项目	Natural Science Foundation of Zhejiang Province, China[LY16A050001]
WOS研究方向	Physics
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000470954500069
状态	已发表
内容类型	期刊论文
源URL	[http://119.78.100.223/handle/2XXMBERH/31847]
专题	理学院
通讯作者	Yao, Chenggui; Ma, Jun
作者单位	1.Shaoxing Univ, Dept Math, Shaoxing, Peoples R China 2.Lanzhou Univ Technol, Dept Phys, Lanzhou, Gansu, Peoples R China 3.Baoji Univ Arts & Sci, Nonlinear Res Inst, Baoji, Peoples R China 4.Jiangxi Vocat & Tech Coll Informat Applicat, Dept Software Engn, Nanchang, Jiangxi, Peoples R China
推荐引用方式 GB/T 7714	Yao, Chenggui,Ma, Jun,He, Zhiwei,et al. Transmission and detection of biharmonic envelope signal in a feed-forward multilayer neural network[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2019,523:797-806.
APA	Yao, Chenggui,Ma, Jun,He, Zhiwei,Qian, Yu,&Liu, Liping.(2019).Transmission and detection of biharmonic envelope signal in a feed-forward multilayer neural network.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,523,797-806.
MLA	Yao, Chenggui,et al."Transmission and detection of biharmonic envelope signal in a feed-forward multilayer neural network".PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 523(2019):797-806.