TY - GEN
T1 - Mixed analog/digital chaotic neuro-computer prototype
T2 - 2004 IEEE International Joint Conference on Neural Networks - Proceedings
AU - Horio, Yoshihiko
AU - Okuno, Takahide
AU - Mori, Koji
PY - 2004/12/1
Y1 - 2004/12/1
N2 - We construct the dynamical associative memory on the switched-capacitor (SC) 400-neuron chaotic neuro-computer prototype. We observe a variety of associative dynamics from the prototype. The chaotic behavior of the dynamical association comes from complexity in real number. The analog SC chaotic neurons used in the system can handle real numbers through their continuous variables, therefore, they would faithfully reproduce the chaotic behavior. In construct, digital computers cannot handle almost all real numbers. In this respect, we analyze the measured results from the hardware system in comparison with those from computer simulations. In the computer simulation, we take into account characteristics of the analog circuit and noise.
AB - We construct the dynamical associative memory on the switched-capacitor (SC) 400-neuron chaotic neuro-computer prototype. We observe a variety of associative dynamics from the prototype. The chaotic behavior of the dynamical association comes from complexity in real number. The analog SC chaotic neurons used in the system can handle real numbers through their continuous variables, therefore, they would faithfully reproduce the chaotic behavior. In construct, digital computers cannot handle almost all real numbers. In this respect, we analyze the measured results from the hardware system in comparison with those from computer simulations. In the computer simulation, we take into account characteristics of the analog circuit and noise.
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U2 - 10.1109/IJCNN.2004.1380862
DO - 10.1109/IJCNN.2004.1380862
M3 - Conference contribution
AN - SCOPUS:10844221590
SN - 0780383591
T3 - IEEE International Conference on Neural Networks - Conference Proceedings
SP - 1717
EP - 1722
BT - 2004 IEEE International Joint Conference on Neural Networks - Proceedings
Y2 - 25 July 2004 through 29 July 2004
ER -