This paper focuses on fixed-width multipliers with linear compensation function by investigating in detail the effect of coefficients quantization. New fixed-width multiplier topologies, with different accuracy versus hardware complexity trade-off, are obtained by varying the quantization scheme. Two topologies are in particular selected as the most effective ones. The first one is based on a uniform coefficient quantization, while the second topology uses a nonuniform quantization scheme. The novel fixed-width multiplier topologies exhibit better accuracy with respect to previous solutions, close to the theoretical lower bound. The electrical performances of the proposed fixed-width multipliers are compared with previous architectures. It is found that in most of the investigated cases the new topologies are Pareto-optimal regarding the area-accuracy trade-off. We also present experimental results, obtained from a simple multiply-accumulate unit implemented in a 90 nm CMOS technology.
Design of Fixed-Width Multipliers with Linear Compensation Function / Petra, Nicola; DE CARO, Davide; Garofalo, Valeria; Napoli, Ettore; Strollo, ANTONIO GIUSEPPE MARIA. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - 58:5(2011), pp. 947-960. [10.1109/TCSI.2010.2090572]
Design of Fixed-Width Multipliers with Linear Compensation Function
PETRA, NICOLA;DE CARO, Davide;GAROFALO, VALERIA;NAPOLI, ETTORE;STROLLO, ANTONIO GIUSEPPE MARIA
2011
Abstract
This paper focuses on fixed-width multipliers with linear compensation function by investigating in detail the effect of coefficients quantization. New fixed-width multiplier topologies, with different accuracy versus hardware complexity trade-off, are obtained by varying the quantization scheme. Two topologies are in particular selected as the most effective ones. The first one is based on a uniform coefficient quantization, while the second topology uses a nonuniform quantization scheme. The novel fixed-width multiplier topologies exhibit better accuracy with respect to previous solutions, close to the theoretical lower bound. The electrical performances of the proposed fixed-width multipliers are compared with previous architectures. It is found that in most of the investigated cases the new topologies are Pareto-optimal regarding the area-accuracy trade-off. We also present experimental results, obtained from a simple multiply-accumulate unit implemented in a 90 nm CMOS technology.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.