An electronic implementation for Liao's chaotic delayed neuron model with non-monotonous activation function

Physics Letters, Section A: General, Atomic and Solid State Physics

Volumn 369, Issue 1-2, 2007, Pages 37-43

  Duan, Shukai ^a,b   Liao, Xiaofeng ^a  

^a CHONGQING UNIVERSITY   (China)

^b SOUTHWEST UNIVERSITY   (China)

Author keywords

Chaotic Liao's delayed neuron model; Electronic implementation; Non monotonously increasing activation function; Time delay

Indexed keywords

CHEMICAL ACTIVATION; INTEGRATED CIRCUIT MANUFACTURE; TIME DELAY;

ACTIVATION FUNCTIONS; CIRCUIT DESIGNS; DYNAMICAL BEHAVIORS; ELECTRONIC IMPLEMENTATIONS; NEURON MODEL; NUMERICAL EXPERIMENTS; TIME DELAYED;

NEURONS;

EID: 34548228883     PISSN: 03759601     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physleta.2007.04.108     Document Type: Article

References (33)

1. Liao X.F., and Chen G.R. Chaos Solitons Fractals 25 (2005) 197
2. Cuomo K.M., Oppenheim A.V., and Strogatz S.H. IEEE Trans. Circuits Systems II 40 (1993) 626
3. Chua L.O., Komuro M., and Matsumoto T. IEEE Trans. Circuits Systems CAS-33 11 (1986) 1073
4. Sparrow C. The Lorenz Equations: Bifurcations, Chaos, and Strange Attractors (1982), Springer-Verlag, New York
5. Zhong G.Q., and Tang K.S. Int. J. Bifur. Chaos 12 (2002) 1423
6. Zou F., and Nossek J.A. IEEE Trans. Circuits Systems 40 (1993) 166
7. Babcock K.L., and Westervelt R.M. Physica D 28 3 (1987) 305
8. Gilli M. IEEE Trans. Circuits Systems 40 (1993) 849
9. Liao X.F., Wu Z.F., and Yu J.B. IEEE Trans. SMC-I 29 (1999) 692
10. Liao X.F., Wong K.W., and Wu Z.F. Physica D 149 (2001) 123
11. Liao X.F., Wong K.W., and Wu Z.F. Appl. Math. Comput. 146 (2001) 313
12. Liao X.F., Li S.W., and Chen G.R. Neural Networks 17 (2004) 545
13. Liao X.F., Wong K.W., Leung C.S., and Wu Z.F. Chaos Solitons Fractals 12 8 (2001) 1535
14. Gopalsmay K., and Leung Issic K.C. IEEE Trans. Neural Networks 8 (1994) 341
15. Hansel D., and Sompolinsky H. Phys. Rev. Lett. 68 (1992) 718
16. Aihara K., Takabe T., and Toyoda M. Phys. Lett. A 144 (1990) 333
17. Babloyantz A., and Lourenco C. Proc. Natl. Acad. USA 91 (1994) 9027
18. Freeman W.J. Int. J. Bifur. Chaos 2 (1992) 451
19. Liao X.F., and Wong K.W. J. Math. Anal. Appl. 293 1 (2004)
20. Li S.W., Liao X.F., Li C.G., et al. Int. J. Bifur. Chaos 15 5 (2005) 1589
21. Liao X.F., Li S.W., and Chen G.R. Neural Networks 17 4 (2004) 545
22. Xu X., Hu H.Y., and Wang H.L. Phys. Lett. A 354 1-2 (2006) 126
23. Jiang M.H., Shen Y., Jian J.G., et al. Phys. Lett. A 350 3-4 (2006) 221
24. Deng S.J., Zhang L.H., and Xiao D. Lect. Notes Comput. Sci. 3497 (2005) 868
25. Li C.D., Liao X.F., Yang X.F., et al. Chaos 15 4 (2005) 043103
26. Zhou S.B., Liao X.F., Yu J.B., et al. Chaos Solitons Fractals 21 1 (2004) 133
27. Li C.D., Liao X.F., and Wong K.W. Phys. D-Nonlinear Phenomena 194 3-4 (2004) 187
28. Li C.D., Liao X.F., Yang X.F., et al. Chaos 15 4 (2005) 043103
29. Li C.D., Liao X.F., and Zhang R. Chaos Solitons Fractals 24 4 (2005) 1119
30. Losson J., Mackey M.C., and Longtin A. Chaos 3 2 (1993) 167
31. Namajūnas A., Pyragas K., and Tamaševičius A. Phys. Lett. A 201 1 (1995) 42
32. Conti M., and Turchetti C. IEEE Trans. Circuits Systems I 41 (1994) 841
33. Özkurt N., Savaci F.A., and Gündüzalp M. Analog Integrated Circuits Signal Process. 32 (2002) 171