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
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