Large-time dynamics of discrete-time neural networks with McCulloch-Pitts nonlinearity
| dc.contributor.author | Dai, Binxiang | |
| dc.contributor.author | Huang, Lihong | |
| dc.contributor.author | Qian, Xiangzhen | |
| dc.date.accessioned | 2020-11-20T18:23:57Z | |
| dc.date.available | 2020-11-20T18:23:57Z | |
| dc.date.issued | 2003-04-22 | |
| dc.description.abstract | We consider a discrete-time network system of two neurons with McCulloch-Pitts nonlinearity. We show that if a parameter is sufficiently small, then network system has a stable periodic solution with minimal period 4k, and if the parameter is large enough, then the solutions of system converge to single equilibrium. | |
| dc.description.department | Mathematics | |
| dc.format | Text | |
| dc.format.extent | 8 pages | |
| dc.format.medium | 1 file (.pdf) | |
| dc.identifier.citation | Dai, B., Huang, L., & Qian, X. (2003). Large-time dynamics of discrete-time neural networks with McCulloch-Pitts nonlinearity. <i>Electronic Journal of Differential Equations, 2003</i>(45), pp. 1-8. | |
| dc.identifier.issn | 1072-6691 | |
| dc.identifier.uri | https://hdl.handle.net/10877/12982 | |
| dc.language.iso | en | |
| dc.publisher | Southwest Texas State University, Department of Mathematics | |
| dc.rights | Attribution 4.0 International | |
| dc.rights.holder | This work is licensed under a Creative Commons Attribution 4.0 International License. | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.source | Electronic Journal of Differential Equations, 2003, San Marcos, Texas: Southwest Texas State University and University of North Texas. | |
| dc.subject | Discrete neural networks | |
| dc.subject | Dynamics | |
| dc.title | Large-time dynamics of discrete-time neural networks with McCulloch-Pitts nonlinearity | |
| dc.type | Article |