Title :
Pulse coupled oscillator with learning capability using simultaneous perturbation and its FPAA implementation
Author :
Maeda, Yutaka ; Hiramatsu, Taku ; Miyoshi, Seiji ; Hikawa, Hiroomi
Author_Institution :
Dept. of Electr. & Electr. Eng., Kansai Univ., Osaka, Japan
Abstract :
In this work, we propose a learning scheme of pulse coupled oscillator using one-measurement simultaneous perturbation optimization method. Moreover, hardware implementation, especially, implementation by field programmable analog array is considered. Design result and actual operation results are described.
Keywords :
electronic design automation; field programmable analogue arrays; learning (artificial intelligence); neural chips; optimisation; oscillators; FPAA; electronic design automation; field programmable analog array; learning capability; neural network hardware; one-measurement simultaneous perturbation optimization method; pulse coupled oscillator; Analog circuits; Biomembranes; Circuit synthesis; Coupling circuits; Field programmable analog arrays; Hardware; Neural networks; Neurons; Optimization methods; Oscillators; FPAA; Learning systems; Neural network hardware; Pulse coupled oscillator; Simultaneous perturbation;
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3
