Experimental Verification of Signal Transmission Using Synchronized SC Chaotic Neural Networks

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications

Volumn 42, Issue 7, 1995, Pages 393-395

  Suyama, Ken ^b  

^a TOKYO DENKI UNIVERSITY   (Japan)

^b Howard Hughes Medical Institute   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHAOS THEORY; CMOS INTEGRATED CIRCUITS; DIFFERENCE EQUATIONS; INTEGRATED CIRCUIT MANUFACTURE; NEURAL NETWORKS; NONLINEAR EQUATIONS; SWITCHING NETWORKS; SYNCHRONIZATION;

BIDIRECTIONAL SIGNAL TRANSMISSION; CHAOTIC SIGNAL; DATA ACQUISITION SYSTEM; NEURONS; SIGNAL TRANSMISSION VERIFICATION; SWITCHED CAPACITOR CIRCUITS;

SIGNAL THEORY;

EID: 0029344773     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/81.401155     Document Type: Article

References (22)

1. L. M. Pecora and T. L. Carroll, “Synchronization in chaotic systems,” Phys. Rev. Lett., vol. 64, pp. 821-824, Feb. 1990.
2. T. L. Carroll and L. M. Pecora, “A circuit for studying the synchronization of chaotic systems,” Int. J. Bifurcation Chaos, vol. 2, pp. 659-667, 1992.
3. L. O. Chua, L. Kocarev, and K. Eckert, “Experimental chaos synchronization in Chua’s circuit,” Int. J. Bifurcation Chaos, vol. 2, pp. 705-708, 1992.
4. T. L. Carroll and L. M. Pecora, “Cascading synchronized chaotic systems,” Physica, vol. D 67, pp. 126-140, 1993.
5. V. N. Belykh, N. N. Verichev, L. Kocarev, and L. O. Chua, “On chaotic synchronization in a linear array of Chua’s circuits,” J. Circuits, Syst. Computers, vol. 3, no. 2, pp. 579-589, June 1993.
6. M. J. Oporzalek, “Taming chaos-Part I: synchronization,” IEEE Trans. Circuits Syst., vol. 40, pp. 693-699, Oct. 1993.
7. M. Hasler, “Synchronization principles and applications,” in Circuits & Syst. Tutorials, IEEE Int. Symp. Circuits Syst., pp. 314-327, May 1994.
8. A. V. Oppenheim, G. W. Womell, S. H. Isabelle, and K. M. Cuomo, “Signal processing in the context of chaotic signals,” in Proc. IEEE ICASSP, San Francisco, CA, 1992, pp. IV-117-IV-120.
9. L. Kocarev, K. S. Halle, K. Eckert, and L. O. Chua, “Experimental demonstration of secure communications via chaotic synchronization,” Int. J. Bifurcation Chaos, vol. 2, pp. 709-713, 1992.
10. K. M. Cuomo and A. V. Oppenheim, “Circuit implementation of synchronized chaos with applications to communications,” Phys. Rev. Lett., vol. 71, pp. 65-68, July 1993.
11. K. S. Halle, C. W. Wu, M. Itoh, and L. O. Chua, “Spread spectrum communication through modulation of chaos,” Int. J. Bifurcation Chaos, vol. 3, pp. 469-477, 1993.
12. H. Dedieu, M. P. Kennedy, and M. Hasler, “Chaos shift keying: modulation and demodulation of a chaotic carrier using self-synchronizing Chua’s circuits,” IEEE Trans. Circuits Syst. II, vol. 40, pp. 634-642, Oct. 1993.
13. D. R. Frey, “Chaotic digital encoding: an approach to secure communication,” IEEE Trans. Circuits Syst. II, vol. 40, pp. 660-666, Oct. 1993.
14. T. Ushio, “Feedback stabilization of chaos in a large-scale system with uniform connections,” Tech. Rep. IEICE, no. NLP91-41, pp. 31-36, 1991.
15. —, “Chaotic synchronization and control in one-dimensional neural networks with unidirectional connections,” Tech. Rep. IEICE, no. NLP93-50, Oct. 1993.
16. —, “Chaotic synchronization and control in one-dimensional neural networks with bidirectional connections,” Tech. Rep. IEICE, no. NLP9376, pp. 95-102, Jan. 1994.
17. K. Aihara, T. Takabe, and M. Toyoda, “Chaotic neural networks,” Phys. Lett. A, vol. 144, no. 6,7, pp. 333-340, Mar. 1990.
18. Y. Horio and K. Suyama, “Switched-capacitor chaotic neuron for chaotic neural networks,” in Proc. IEEE Int. Symp. Circuits Syst., Chicago, IL, May 1993, pp. 1018-1021.
19. —, “IC implementation of switched-capacitor chaotic neuron for chaotic neural networks,” in Proc. IEEE Int. Symp. Circuits Syst., London, U.K., June 1994, vol. 6, pp. 97-100.
20. T. Yamada, K. Aihara, and M. Kotani, “Chaotic neural networks and the traveling salesman problem,” in Proc. IEEE Joint Conf. Neural Network ’93, Nagoya, Japan, Oct. 1993, pp. 1549-1552.
21. Y. Horio and K. Suyama, “IC implementation of switched-capacitor chaotic neuron for chaotic neural networks,” in review for IEEE Trans. Neural Networks.
22. M. Adachi, K. Aihara, and M. Kotani, “Pattern dynamics of chaotic neural networks with nearest-neighbor couplings,” in Proc. IEEE Int. Symp. Circuits Syst., Singapore, June 1991, pp. 1180-1183.