Title :
A fast inner product processor implementation for multi-valued exponential bidirectional associative memories
Author :
Wang, Chua-Chin ; Tseng, Yih-Long ; Chen, Ying-Pei ; Huang, Chenn-Jung
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 vectors is the carry propagation delay generated from individual product terms. In this work, a novel and high-speed realization of inner product processor for the MV-eBAM is presented in order to reduce the carry propagation delay, wherein the treatment of inner product of two vectors is given. The architecture we propose here might offer a sub-optimal solution for the digital hardware realization of the inner product computation
Keywords :
CMOS digital integrated circuits; carry logic; content-addressable storage; high-speed integrated circuits; neural chips; systolic arrays; 0.6 micron; MV-eBAM; TSMC 0.6 μm 1P3M technology; carry propagation delay; critical path; digital neural computing; fast inner product processor implementation; high-speed realization; multi-valued exponential bidirectional associative memories; sub-optimal solution; systolic-like architecture; vector inner product; Application specific integrated circuits; Compressors; Computer architecture; Computer science; Councils; Data engineering; Design engineering; Equations; Hardware; Propagation delay;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Conference_Location :
Phoenix-Scottsdale, AZ
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1010937