TY - JOUR
T1 - An accuracy enhanced error tolerant adder with carry prediction for approximate computing
AU - Kim, Yongtae
N1 - Publisher Copyright:
© 2019 The Institute of Electronics and Information Engineers.
PY - 2019/8/30
Y1 - 2019/8/30
N2 - This paper presents a new approximate adder design to improve the computation accuracy of the conventional error tolerant adder by leveraging a carry prediction technique with a sum generator. The proposed carry speculation scheme exploits inputs from a single bit position and effectively increase the bit width of the accurate addition. Implemented in a 65-nm CMOS technology, the proposed approximate adder is up to two times faster than, and twice as power efficient as, the traditional adders. Compared to the other approximate adders considered in this paper, the proposed adder achieves up to 3.7%, 15.5%, 79.9% and 79.9% reductions in the error rate (ER), mean relative error distance (MRED), mean error distance (MED) and normalized MED (NMED) respectively, at an extra cost of merely 4% to 6% in area, delay, and power. In addition, the proposed adder offers a good tradeoff between power/energy and accuracy and improves on power/energy-NMED products by up to 46%, outperforming other approximate adders.
AB - This paper presents a new approximate adder design to improve the computation accuracy of the conventional error tolerant adder by leveraging a carry prediction technique with a sum generator. The proposed carry speculation scheme exploits inputs from a single bit position and effectively increase the bit width of the accurate addition. Implemented in a 65-nm CMOS technology, the proposed approximate adder is up to two times faster than, and twice as power efficient as, the traditional adders. Compared to the other approximate adders considered in this paper, the proposed adder achieves up to 3.7%, 15.5%, 79.9% and 79.9% reductions in the error rate (ER), mean relative error distance (MRED), mean error distance (MED) and normalized MED (NMED) respectively, at an extra cost of merely 4% to 6% in area, delay, and power. In addition, the proposed adder offers a good tradeoff between power/energy and accuracy and improves on power/energy-NMED products by up to 46%, outperforming other approximate adders.
KW - Approximate adder
KW - Approximate computing
KW - Carry prediction
KW - Error tolerant adder (ETA)
UR - http://www.scopus.com/inward/record.url?scp=85078766696&partnerID=8YFLogxK
U2 - 10.5573/IEIESPC.2019.8.4.324
DO - 10.5573/IEIESPC.2019.8.4.324
M3 - Article
AN - SCOPUS:85078766696
SN - 2287-5255
VL - 8
SP - 324
EP - 330
JO - IEIE Transactions on Smart Processing and Computing
JF - IEIE Transactions on Smart Processing and Computing
IS - 4
ER -