Title :
Performance Evaluation of an Fpga-Based Biochemical Simulator ReCSip
Author :
Osana, Yuko ; Yoshimi, Masato ; Iwaoka, Y. ; Kojima, T. ; Nishikawa, Yoshihiro ; Funahashi, Atsushi ; Hiroi, Noriko ; Shibata, Yoshitaka ; Iwanaga, N. ; Kitano, N. ; Amano, Hideharu
Author_Institution :
Keio Univ., Yokohama
Abstract :
ReCSiP is an FPGA-based biochemical simulator to accelerate kinetic simulations of biochemical pathways. Biochemical models are described as a set of ordinary differential equations (ODEs). Each equation in the model is called "rate law function", which represents the velocity of corresponding biochemical reaction mechanism. ReCSiP achieves high-throughput simulation with statically pipelined rate law function modules and numerical integration modules on an FPGA. This paper shows the basic structure of ReCSiP, and results of evaluation in 2 aspects: area and throughput. As the summary of evaluation, 1) about 64% of the total circuit area is occupied by floating-point arithmetic units, and 2) with an XC2VP70, ReCSiP at 90MHz can achieve 20times or more speedup compared to Intel\´s Pentium4 microprocessor at 3.2GHz
Keywords :
biochemistry; chemistry computing; differential equations; field programmable gate arrays; floating point arithmetic; performance evaluation; 90 MHz; FPGA biochemical simulator; ReCSip; XC2VP70; biochemical pathways; floating-point arithmetic; kinetic simulations; numerical integration; ordinary differential equations; rate law function; Biological system modeling; Circuit simulation; Computational modeling; Differential equations; Field programmable gate arrays; Kinetic theory; Microprocessors; Oscillators; Symbiosis; Virtual manufacturing;
Conference_Titel :
Field Programmable Logic and Applications, 2006. FPL '06. International Conference on
Conference_Location :
Madrid
Print_ISBN :
1-4244-0312-X
DOI :
10.1109/FPL.2006.311327