Title :
Approximate circuit design by means of evolvable hardware
Author :
Sekanina, Lukas ; Vasicek, Zdenek
Author_Institution :
IT4Innovations Centre of Excellence Brno, Brno Univ. of Technol., Brno, Czech Republic
Abstract :
This paper deals with evolutionary design of approximate circuits. This class of circuits is characterized by relaxing the requirement on functional equivalence between the specification and implementation in order to reduce the area on a chip or minimize energy consumption. We proposed a CGP-based automated design method which enables to find a good trade off between key circuit parameters (functionality, area and power consumption). In particular, the digital approximate circuits consisting of elementary gates are addressed in this paper. Experimental results are provided for combinational single-output circuits and adders where two different metrics are compared for the error assessment.
Keywords :
adders; combinational circuits; electronic design automation; energy consumption; genetic algorithms; logic CAD; power aware computing; CGP-based automated design method; Cartesian genetic programming; adders; area on a chip; combinational single-output circuits; digital approximate circuits; elementary gates; energy consumption; error assessment; evolutionary approximate circuit design; evolvable hardware; functional equivalence; key circuit parameters; Adders; Approximation methods; Circuit synthesis; Design methodology; Hardware; Logic gates; Power demand;
Conference_Titel :
Evolvable Systems (ICES), 2013 IEEE International Conference on
Conference_Location :
Singapore
DOI :
10.1109/ICES.2013.6613278