A Fully CMOS Low-Cost Chaotic Neural Network

A chaotic IC is proposed and fabricated using a 0.35 mum CMOS technology. The circuit iterates an N-shaped transfer function that can be modified using two external voltages, and is implemented using a three neurons network. The main advantages of the proposed circuit are based on its simplicity, small area (47 times 57 mum2), and its MOS-only implementation requiring no more than 15 MOS transistors. Measurements show the suitability of the proposed system to reproduce a chaotic signal and to be used as a random number generator.

[1]  Angel Barriga,et al.  Simple binary random number generator , 1992 .

[2]  P. Sooraksa,et al.  Further investigation on trajectory of chaotic guiding signals for robotic systems , 2004, IEEE International Symposium on Communications and Information Technology, 2004. ISCIT 2004..

[3]  Leon O. Chua,et al.  An IC chip of Chua's circuit , 1993 .

[4]  L. Chua The Genesis of Chua's circuit , 1992 .

[5]  Takashi Matsumoto,et al.  A chaotic attractor from Chua's circuit , 1984 .

[6]  Ahmed S. Elwakil,et al.  Nonautonomous pulse-driven chaotic oscillator based on Chua's circuit , 2002, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

[7]  Toshimichi Saito,et al.  A simple nonautonomous chaotic circuit with a periodic pulse-train input , 2003, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

[8]  Mona E. Zaghloul,et al.  Chaotic neuron models and their VLSI circuit implementations , 1996, IEEE Trans. Neural Networks.

[9]  Tao Wang,et al.  Secure communication via synchronized chaotic circuit , 2002, 6th International Conference on Signal Processing, 2002..

[10]  R. Hu,et al.  Switched-current 3-bit CMOS 4.0-MHz wideband random signal generator , 2005, IEEE Journal of Solid-State Circuits.

[11]  Ahmed M. Soliman,et al.  MOS realization of the double-scroll-like chaotic equation , 2003 .

[12]  M. Rosenstein,et al.  A practical method for calculating largest Lyapunov exponents from small data sets , 1993 .

[13]  Ángel Rodríguez-Vázquez,et al.  Integrated chaos generators , 2002 .

[14]  Akio Ushida,et al.  A design method of chaotic circuits using an oscillator and a resonator , 2001, ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196).