CAJ | 학술논문

分析时变时滞的细胞神经网络全局渐近稳定性问题，确定时变时滞细胞神经网络平衡点全局渐近稳定的新充分判定准则。通过研究时滞细胞神经网络模型、系统激励函数所需满足的条件及需要的引理，讨论时滞细胞神经网络的全局渐近稳定性，所得条件与时滞相关，并用实例验证所得的稳定性条件是有效的。
분석시변시체적세포신경망락전국점근은정성문제，학정시변시체세포신경망락평형점전국점근은정적신충분판정준칙。통과연구시체세포신경망락모형、계통격려함수소수만족적조건급수요적인리，토론시체세포신경망락적전국점근은정성，소득조건여시체상관，병용실례험증소득적은정성조건시유효적。
Analysis of global asymptotic stability of cellular neural network with time-varying and time-delay determines the new sufficient criteria of the global asymptotic stability of cellular neural network balance point with time-varying and time-delay. By researching the time-delay cellular neural network model and the conditions and lemma the system excitation function needs, it discusses the global asymptotic stability of the time-delay cellular neural network, the result is delay dependent, finally, an illustrative example is proposed to validate its stability condition feasibility and effectiveness.