Title :
A comparison of two alternative architectures of digital ratioed compressor design for inner product processing
Author :
Wang, C.-C. ; Huang, C.-J. ; Lee, P.-M.
Author_Institution :
Dept. of Electr. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
Abstract :
Inner product calculations are often required in digital neural computing. The critical path of the inner product of two binary vectors is the carry propagation delay generated from individual product terms. In this work, two novel architectures to arrange digital ratioed compressors are proposed to reduce the carry propagation delay in the critical path. Besides, the carry propagation delay estimation of these compressor building blocks is derived and compared. The theoretical analysis and Verilog simulation both indicate that one of the compressor building blocks we present here might offer a sub-optimal solution for the basic building blocks used in digital hardware realization of the inner product computation
Keywords :
circuit simulation; data compression; delay estimation; neural nets; systolic arrays; Verilog simulation; binary vectors; carry propagation delay; digital hardware realization; digital ratioed compressor design; inner product processing; neural computing; product terms; sub-optimal solution; CMOS logic circuits; Clocks; Computational modeling; Computer architecture; Delay estimation; Hardware design languages; Logic design; Neural networks; Product design; Propagation delay;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.777828