一级黄色片免费播放|中国黄色视频播放片|日本三级a|可以直接考播黄片影视免费一级毛片

高級搜索

留言板

尊敬的讀者、作者、審稿人, 關(guān)于本刊的投稿、審稿、編輯和出版的任何問題, 您可以本頁添加留言。我們將盡快給您答復(fù)。謝謝您的支持!

姓名
郵箱
手機號碼
標(biāo)題
留言內(nèi)容
驗證碼

神經(jīng)網(wǎng)絡(luò)指數(shù)穩(wěn)定性分析及收斂率估計

譚曉惠,  張繼業(yè),  楊翊仁

譚曉惠, 張繼業(yè), 楊翊仁. 神經(jīng)網(wǎng)絡(luò)指數(shù)穩(wěn)定性分析及收斂率估計[J]. 電子與信息學(xué)報, 2003, 25(10): 1361-1366.
引用本文: 譚曉惠, 張繼業(yè), 楊翊仁. 神經(jīng)網(wǎng)絡(luò)指數(shù)穩(wěn)定性分析及收斂率估計[J]. 電子與信息學(xué)報, 2003, 25(10): 1361-1366.
Tan Xiaohui, Zhang Jiye, Yang Yiren. Study on global exponential stability of neural networks and its convergence estimate[J]. Journal of Electronics & Information Technology, 2003, 25(10): 1361-1366.
Citation: Tan Xiaohui, Zhang Jiye, Yang Yiren. Study on global exponential stability of neural networks and its convergence estimate[J]. Journal of Electronics & Information Technology, 2003, 25(10): 1361-1366.

神經(jīng)網(wǎng)絡(luò)指數(shù)穩(wěn)定性分析及收斂率估計

Study on global exponential stability of neural networks and its convergence estimate

  • 摘要: 該文通過李雅普諾夫直接方法，研究了一類 Hopfield神經(jīng)網(wǎng)絡(luò)平衡點的存在性、唯一性與指數(shù)穩(wěn)定性。文中假設(shè)神經(jīng)網(wǎng)絡(luò)系統(tǒng)的激勵函數(shù)為單調(diào)增Lipschitz連續(xù)函數(shù)，在自反饋項為非線性函數(shù)的條件下，研究其指數(shù)穩(wěn)定性，同時給出了收斂率估計式。
    Abstract: In this paper, the existence, uniqueness and global exponential stability of the equilibrium point of a class of Hopfield neural networks are investigated by using Liapunov direct method. Lipschitz continuous activations are considered and the limit on self-feedback is released. It can be nonlinear instead of linear in this paper. And under this condition, some sufficient conditions and convergence estimate for global exponential stability of neural networks are obtained.
    • HTML全文
  • Zhang Jiye, Yang Yiren, Global stability analysis of bi-directional associative memory neural networks with time delay [J], International Journal of Circuit Theory and Application, 2001,29(3), 185-196.[2]Qiao Hong, Peng Jigen, Xu Zong-Ben, Nonlinear measures: a new approach to exponential stability analysis for Hopfield-type neural networks [J], IEEE Trans. on Neural Networks, 2001,12(2), 360-370.[3]M. Forti, A. Tesi, New conditions for global stability of neural networks with application to linear and quadratic programming problems [J], IEEE Trans. on Circuits and Systems-I, 1995, 42(7),354-366.[4]Liang Xue-Bin, Si Jennie, Global exponential stability of neural networks with globally Lipschitz continuous activations and its application to linear variational inequality problem [J], IEEE Trans.on Neural Networks, 2001, 12(2), 349-359.[5]Chen Tianping, Amari Shun Ichi, Stability of asymmetric Hopfield networks [J], IEEE Trans.[J]. on Neural Networks.2001,12:159-[6]廖曉昕,Hopfield神經(jīng)網(wǎng)絡(luò)的穩(wěn)定性[J],中國科學(xué)(A),1993,23(10),1025-1035.[7]梁學(xué)斌,吳立德,Hopfield型神經(jīng)網(wǎng)絡(luò)的全局指數(shù)穩(wěn)定性及其應(yīng)用[J],中國科學(xué)(A),1995,25(5),523-532.[8]梁學(xué)斌,吳立德,連續(xù)反饋聯(lián)想記憶的吸引域和指數(shù)收斂速度的估計及其應(yīng)用[J],電子科學(xué)學(xué)刊,1996,18(1),1-6.[9]梁學(xué)斌,吳立德,Hopfield連續(xù)聯(lián)想記憶的吸引域和指數(shù)收斂速度的估計及其應(yīng)用[J],電子學(xué)報,1996,24(1),40-43.[10]周冬明,曹進德,李繼彬,連續(xù)反饋聯(lián)想記憶的吸引域和指數(shù)收斂速度的估計[J],應(yīng)用數(shù)學(xué)和力學(xué),2001,23(3),275-279.[11]張強,許進,細胞神經(jīng)網(wǎng)絡(luò)的全局指數(shù)穩(wěn)定性[J],電子科學(xué)學(xué)刊,2000,22(5),434-438. ［12］Liang Xue-Bin, Wang Jun, An additive diagonal-stability condition for absolute exponential stability of a general class of neural networks[J], IEEE Trans. on Circuits and Systems-I, 2001,48(11), 1308-1317.[12]舒仲周,張繼業(yè),曹登慶,運動穩(wěn)定性[M],北京,中國鐵道出版社,2001,202-215.[13]D. Hershkowitz, Recent directions in matrix stability [J], Linear Algebra and Its Applications,July 1, 1992, Vol.171, 161-186.
  • 加載中
計量
  • 文章訪問數(shù):  2224
  • HTML全文瀏覽量:  125
  • PDF下載量:  589
  • 被引次數(shù): 0
出版歷程
  • 收稿日期:  2002-04-27
  • 修回日期:  2002-10-08
  • 刊出日期:  2003-10-19

目錄

    /

    返回文章
    返回