Design of an inner-product processor for hardware realization of multi-valued exponential bidirectional associative memory

Citation
Cc. Wang et al., Design of an inner-product processor for hardware realization of multi-valued exponential bidirectional associative memory, IEEE CIR-II, 47(11), 2000, pp. 1271-1278
Citations number
15
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING
ISSN journal
10577130 → ACNP
Volume
47
Issue
11
Year of publication
2000
Pages
1271 - 1278
Database
ISI
SICI code
1057-7130(200011)47:11<1271:DOAIPF>2.0.ZU;2-Q
Abstract
Inner-product calculations are often required in digital neural computing. The critical path of the inner product of two vectors is the carry propagat ion delay generated from individual product terms. In this work, a novel an d high-speed realization of inner-product processor for the multi-valued ex ponential bidirectional associative memory (MV-eBAM) is presented in order to reduce the carry propagation delay, wherein the treatment of inner produ ct of two vectors is given, Notably, a systolic-like architecture of digita l compressors is used to reduce the carry propagation delay in the critical path of the inner product of two vectors. The architecture we propose here might offer a sub-optimal solution for the digital hardware realization of the inner-product computation.