Title :
VLSI Array Design Under Constraint of Limited I/O Bandwidth
Author :
Liu, Philip S. ; Young, Tzay Y.
Author_Institution :
Department of Electrical and Computer Engineering, University of Miami
Abstract :
VLSI computing arrays for matrix multiplication and covariance matrix inversion have applications in many fields. Under the constraint of limited I/O bandwidth of the host system or the computing array, three configurations for the interfacing and controlling of a multiplication array to achieve optimal performance under different adverse situations are examined. The three configurations are multiplexing loading, processor row loading, and processor column group loading. A properly chosen configuration can significantly reduce the computing time of the multiplication array.
Keywords :
Design constraints; VLSI architecture; VLSI implementation; image processing; matrix inversion array; multiplication array; performance analysis; reconfigurable VLSI array; signal processing; Array signal processing; Bandwidth; Computer architecture; Covariance matrix; Image processing; Matrix decomposition; Pattern analysis; Pipeline processing; Symmetric matrices; Very large scale integration; Design constraints; VLSI architecture; VLSI implementation; image processing; matrix inversion array; multiplication array; performance analysis; reconfigurable VLSI array; signal processing;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.1983.1676177