Title :
Two schemes of switched-capacitor chaotic neuron circuits with bipolar/unipolar output function
Author :
Kobayashi, Izumi ; Kawakami, Masato ; Horio, Y. ; Aihara, Kazuyuki
Author_Institution :
Dept. of Electron. Eng., Tokyo Denki Univ., Japan
Abstract :
The paper presents two schemes to realize chaotic neuron circuits with both bipolar and unipolar output functions. In the first method (Method 1), two output functions, i.e., bipolar and unipolar functions, are implemented by a simple nonlinear output function circuit consisting of a CMOS inverter, a CMOS resistor and an output stage. One of those two characteristics is externally selectable. Characteristics of the chaotic neuron circuit using method 1 are measured from a chip. The other method (Method 2) utilizes one bipolar output function circuit that is the same as in Method 1, while a specially arranged switched-capacitor (SC) input stage is used to obtain the unipolar characteristic. The circuit using Method 2 is simulated using HSPICE simulations
Keywords :
SPICE; chaos; invertors; neural chips; resistors; switched capacitor networks; CMOS inverter; CMOS resistor; HSPICE simulations; bipolar output function circuit; bipolar/unipolar output function; circuit simulation; externally selectable characteristics; output functions; output stage; simple nonlinear output function circuit; switched-capacitor chaotic neuron circuits; switched-capacitor input stage; unipolar characteristic; Chaos; Circuit simulation; Clocks; Integrated circuit modeling; Inverters; Neural networks; Neurons; Semiconductor device measurement; Switched capacitor circuits; Switching circuits;
Conference_Titel :
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-5871-6
DOI :
10.1109/ICONIP.1999.844678