메뉴 건너뛰기




Volumn , Issue , 2002, Pages 445-447

Stabilization of stochastic recurrent neural networks

Author keywords

Lyapunov methodology; Neural networks; Nonlinear systems; Stability; Stochastic systems

Indexed keywords

BOUNDARY CONDITIONS; BROWNIAN MOVEMENT; CONTROL SYSTEM SYNTHESIS; GAUSSIAN NOISE (ELECTRONIC); LYAPUNOV METHODS; MATRIX ALGEBRA; NONLINEAR CONTROL SYSTEMS; PARTIAL DIFFERENTIAL EQUATIONS; RECURRENT NEURAL NETWORKS; STATE FEEDBACK; STOCHASTIC CONTROL SYSTEMS;

EID: 0036912742     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (12)
  • 1
    • 0004469897 scopus 로고
    • Neurons with graded reponse have collective computational properties like those of two-state neurons
    • J. J. Hopfield, "Neurons with graded reponse have collective computational properties like those of two-state neurons", in Proc. Nat. Academy of Sci. pp 3088-3092, 1984.
    • (1984) Proc. Nat. Academy of Sci. , pp. 3088-3092
    • Hopfield, J.J.1
  • 3
    • 0026679036 scopus 로고
    • Stability conditions for nonlinear continuous neural networks with asymmetric connections weights
    • K. Matsouka, "Stability conditions for nonlinear continuous neural networks with asymmetric connections weights", Neural Networks, vol. 5, pp. 495-500, 1992.
    • (1992) Neural Networks , vol.5 , pp. 495-500
    • Matsouka, K.1
  • 4
    • 0028377673 scopus 로고
    • On a class of globally stable neural circuits
    • Feb.
    • E. Kaszkurewics and A. Bhaya, "On a class of globally stable neural circuits", IEEE Trans. on Circuits Syst. I, vol. 41, pp 171-174, Feb. 1994.
    • (1994) IEEE Trans. on Circuits Syst. I , vol.41 , pp. 171-174
    • Kaszkurewics, E.1    Bhaya, A.2
  • 5
    • 0028465673 scopus 로고
    • Necessary and sufficient conditions for absolute stability of neural networks
    • July
    • M. Forti et al., "Necessary and sufficient conditions for absolute stability of neural networks", IEEE Trans. on Circuits and Syst. I, vol. 41, pp. 491-494, July 1994.
    • (1994) IEEE Trans. on Circuits and Syst. I , vol.41 , pp. 491-494
    • Forti, M.1
  • 6
    • 0033225902 scopus 로고    scopus 로고
    • Input-to-state stability analysis for dynamic neural networks
    • Nov.
    • E. N. Sanchez and J. P. Perez, "Input-to-state stability analysis for dynamic neural networks", IEEE Trans. on Circuits and Syst.I. vol. 40, pp 1395-1398, Nov. 1999.
    • (1999) IEEE Trans. on Circuits and Syst.I , vol.46 , pp. 1395-1398
    • Sanchez, E.N.1    Perez, J.P.2
  • 7
    • 0035307304 scopus 로고    scopus 로고
    • Global asymptotic and exponential stability of a dynamic neural system with asymmetric connections weights
    • April
    • Y. Xia and J. Wang, "Global asymptotic and exponential stability of a dynamic neural system with asymmetric connections weights", IEEE Trans. on Automatic Control, vol. 46, pp 635-638, April 2001.
    • (2001) IEEE Trans. on Automatic Control , vol.46 , pp. 635-638
    • Xia, Y.1    Wang, J.2
  • 8
    • 0032164439 scopus 로고    scopus 로고
    • Noisy recurrent neural networks: The continuous-time case
    • S. Das and O. Olurotimi, "Noisy recurrent neural networks: the continuous-time case", IEEE Trans. on Neural Networks, vol. 9, pp 913-936, 1998.
    • (1998) IEEE Trans. on Neural Networks , vol.9 , pp. 913-936
    • Das, S.1    Olurotimi, O.2
  • 12
    • 0035713742 scopus 로고    scopus 로고
    • Chaos synchronization via adaptive recurrent neural control
    • Orlando, Florida, USA, Dec.
    • E. N. Sanchez, J. P. Perez, L. J. Ricalde and G. Chen, "Chaos synchronization via adaptive recurrent neural control", in Proc. of the 40th IEEE CDC, pp 3536-3539, Orlando, Florida, USA, Dec. 2001.
    • (2001) Proc. of the 40th IEEE CDC , pp. 3536-3539
    • Sanchez, E.N.1    Perez, J.P.2    Ricalde, L.J.3    Chen, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.