TY - GEN
T1 - Technology Mapping for Beyond-CMOS Circuitry with Unconventional Cost Functions
AU - Marakkalage, Dewmini Sudara
AU - Walter, Marcel
AU - Lee, Siang Yun
AU - Wille, Robert
AU - De Micheli, Giovanni
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - With beyond-CMOS circuit technologies emerging from scientific endeavors in an effort to outperform transistor-based logic in feature size, operation speed, and energy dissi-pation, it has become apparent that besides their differences in physical implementations, their design automation techniques also have to evolve past established norms. While conventional logic synthesis aggressively optimizes the number of nodes in logic networks (as a proxy criterion for area, delay, and power improvements), this trope does not incorporate the additional costs caused by inverters and interconnects in the form of wire segments, signal splitters, and cross-over cells as imposed onto novel circuit implementations such as photonic crystals and field-coupled nanotechnologies. In this work, we propose a novel scalable technology mapping algorithm that captures these unconventional costs by utilizing subcircuit databases that are obtained by applying technology-aware exact physical design techniques. This overcomes the substantial quality loss that previously inevitably occurred when generating beyond-CMOS circuit layouts from conventionally optimized logic networks. Our method achieves average improvements of 84.5 %, 74.5 %, and 65.2 % for the number of buffers, the number of crossings, and the critical path length, respectively, as compared to a state-of-the-art physical design algorithm for FCN circuits.
AB - With beyond-CMOS circuit technologies emerging from scientific endeavors in an effort to outperform transistor-based logic in feature size, operation speed, and energy dissi-pation, it has become apparent that besides their differences in physical implementations, their design automation techniques also have to evolve past established norms. While conventional logic synthesis aggressively optimizes the number of nodes in logic networks (as a proxy criterion for area, delay, and power improvements), this trope does not incorporate the additional costs caused by inverters and interconnects in the form of wire segments, signal splitters, and cross-over cells as imposed onto novel circuit implementations such as photonic crystals and field-coupled nanotechnologies. In this work, we propose a novel scalable technology mapping algorithm that captures these unconventional costs by utilizing subcircuit databases that are obtained by applying technology-aware exact physical design techniques. This overcomes the substantial quality loss that previously inevitably occurred when generating beyond-CMOS circuit layouts from conventionally optimized logic networks. Our method achieves average improvements of 84.5 %, 74.5 %, and 65.2 % for the number of buffers, the number of crossings, and the critical path length, respectively, as compared to a state-of-the-art physical design algorithm for FCN circuits.
KW - Beyond-CMOS
KW - Logic Synthesis
KW - Physical Design Constraints
KW - Technology Mapping
UR - http://www.scopus.com/inward/record.url?scp=85203160940&partnerID=8YFLogxK
U2 - 10.1109/NANO61778.2024.10628909
DO - 10.1109/NANO61778.2024.10628909
M3 - Conference contribution
AN - SCOPUS:85203160940
T3 - Proceedings of the IEEE Conference on Nanotechnology
SP - 51
EP - 56
BT - 2024 IEEE 24th International Conference on Nanotechnology, NANO 2024
PB - IEEE Computer Society
T2 - 24th IEEE International Conference on Nanotechnology, NANO 2024
Y2 - 8 July 2024 through 11 July 2024
ER -