A High-Speed, Energy-Efficient Two-Cycle Multiply-Accumulate (MAC) Architecture and Its Application to a Double-Throughput MAC Unit
Journal article, 2010

We propose a high-speed and energy-efficient two-cycle multiply-accumulate (MAC) architecture that supports two's complement numbers, and includes accumulation guard bits and saturation circuitry. The first MAC pipeline stage contains only partial-product generation circuitry and a reduction tree, while the second stage, thanks to a special sign-extension solution, implements all other functionality. Place-and-route evaluations using a 65-nm 1.1-V cell library show that the proposed architecture offers a 31% improvement in speed and a 32% reduction in energy per operation, averaged across operand sizes of 16, 32, 48, and 64 bits, over a reference two-cycle MAC architecture that employs a multiplier in the first stage and an accumulator in the second. When operating the proposed architecture at the lower frequency of the reference architecture the available timing slack can be used to downsize gates, resulting in a 52% reduction in energy compared to the reference. We extend the new architecture to create a versatile double-throughput MAC (DTMAC) unit that efficiently performs either multiply-accumulate or multiply operations for N-bit, 1 × N/2-bit, or 2 × N/2-bit operands. In comparison to a fixed-function 32-bit MAC unit, 16-bit multiply-accumulate operations can be executed with 67% higher energy efficiency on a 32-bit DTMAC unit. © 2006 IEEE.

Author

Tung Hoang

Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)

Magnus Själander

Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)

Per Larsson-Edefors

Chalmers, Computer Science and Engineering (Chalmers), Computer Engineering (Chalmers)

IEEE Transactions on Circuits and Systems I: Regular Papers

1549-8328 (ISSN)

Vol. 57 12 3073-3081

Areas of Advance

Information and Communication Technology

Driving Forces

Sustainable development

Subject Categories

Other Electrical Engineering, Electronic Engineering, Information Engineering

DOI

10.1109/TCSI.2010.2091191

More information

Created

10/7/2017