DocumentCode :
2559963
Title :
2D/3D FPGA array for brain process and numerical computation
Author :
Li, Jiang ; Takahashi, Kenichi ; Tamukoh, Hakaru ; Sekine, Masatoshi
Author_Institution :
Tokyo Univ. of Agric. & Technol., Tokyo, Japan
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
16
Lastpage :
19
Abstract :
We propose an FPGA Array structure that is designed to the scalable structure for executing brain processes and numerical computation for 3-D problem, and the circuits in FPGA Array are controlled from the application program running in host PC directly. Many circuits for brain processes are designed to evaluate the 3-D FPGA, also we implement arithmetic circuits that calculate 2D Poisson equation by the finite difference method to shows numerical computation performance. We also show the results of circuits for the brain processes such as voice recognition, voice synthesis, and image recognition with Self Organizing Map. We estimate the gate count of the circuit for practical brain processes.
Keywords :
Poisson equation; biomedical electronics; brain; brain-computer interfaces; digital arithmetic; field programmable gate arrays; finite difference methods; speaker recognition; speech synthesis; 2D FPGA array; 2D Poisson equation; 3D FPGA array; arithmetic circuit; brain processes executing; finite difference method; image recognition; numerical computation; self organizing map; voice recognition; voice synthesis; Acceleration; Biology; Field programmable gate arrays; FPGA; Poisson equation; Scalable; hw/sw complex; image recognition; intelligent system; voice recognition; voice synthesis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2012 Eighth International Conference on
Conference_Location :
Chongqing
ISSN :
2157-9555
Print_ISBN :
978-1-4577-2130-4
Type :
conf
DOI :
10.1109/ICNC.2012.6234717
Filename :
6234717
Link To Document :
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