DocumentCode
538540
Title
The design on CMAC Neural network based on FPGA
Author
Jianmin, Liu ; Huaying, Li ; Yingchun, Guo ; Peng, Zuo
Author_Institution
Acad. of armored force Eng., Beijing, China
fYear
2010
fDate
3-5 Dec. 2010
Firstpage
446
Lastpage
449
Abstract
The paper introduces the principle of CMAC and analyzes the difference between other NNs. In order to accelerate the speed of CMAC algorithm, we design on CMAC Neural network based on FPGA. Simulation experiment shows that the hardware model is correct. And the design can accelerate the speed of CMAC algorithm.
Keywords
cerebellar model arithmetic computers; field programmable gate arrays; CMAC Neural network; FPGA; hardware model; Algorithm design and analysis; Artificial neural networks; Brain modeling; Field programmable gate arrays; Hardware; Random access memory; Registers; CMAC; FPGA; Neural Network;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Problem-Solving (ICCP), 2010 International Conference on
Conference_Location
Lijiang
Print_ISBN
978-1-4244-8654-0
Type
conf
Filename
5696071
Link To Document