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
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;
Conference_Titel :
Computational Problem-Solving (ICCP), 2010 International Conference on
Conference_Location :
Lijiang
Print_ISBN :
978-1-4244-8654-0
