Title :
Biological information signal processor
Author :
Chow, E. ; Hunkapiller, T. ; Peterson, J. ; Waterman, M.S.
Author_Institution :
California Inst. of Technol., Pasadena, CA, USA
Abstract :
The computation requirements for mapping and sequencing the human genome might soon exceed the capability of any existing supercomputer. The systolic array processor presented in this paper, called biological information signal processor (BISP), has the capability to satisfy the current and anticipated future computational requirements for performing sequence comparisons based on the T.F. Smith and M.S. Waterman algorithm (1981) as extended by M.S. Waterman and M. Eggert (1987). The BISP can conduct the most time consuming sequence comparison functions, establishing both global and local relationships between two sequences. A modified Smith and Waterman algorithm is presented in this paper for efficient VLSI implementation. Methods are developed to reduce the BISP systolic array I/O bandwidth problem by reporting only the statistical significant results. Estimated performance of the BISP is compared with several different computer architectures
Keywords :
VLSI; digital signal processing chips; systolic arrays; VLSI implementation; biological information signal processor; computer architectures; human genome; mapping; sequence comparison functions; sequencing; systolic array I/O bandwidth problem; systolic array processor; Bandwidth; Bioinformatics; Biology computing; Genomics; Humans; Signal processing; Signal processing algorithms; Supercomputers; Systolic arrays; Very large scale integration;
Conference_Titel :
Application Specific Array Processors, 1991. Proceedings of the International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-8186-9237-5
DOI :
10.1109/ASAP.1991.238887