Title :
Evolution-based automated reconfiguration of field programmable analog devices
Author :
Stoica, Adrian ; Guo, Xin ; Zebulum, Ricardo S. ; Ferguson, M.I. ; Keymeulen, Didier
Author_Institution :
Jet Propulsion Lab., California Inst. of Technol., Pasadena, CA, USA
Abstract :
The paper presents some experiments in automatic reconfiguration of field programmable devices using evolutionary algorithms. The experiments use a Field Programmable Transistor Array (FPTA), reconfigurable at transistor level. While parasitic effects of imperfect switches interconnecting transistors deteriorate performance of conventional designs when mapped to the FPTA, evolutionary algorithms are able to find a working design solution. The experiments are performed with a stand-alone board-level evolvable system (SABLES) in which the evolutionary algorithm is implemented with a DSP. SABLES can automatically configure the FPTA in tens to hundreds of seconds, time in which evaluates ∼100,000 circuit candidate solutions. The paper overviews some examples of evolutionary synthesis of analog circuits on the FPTA.
Keywords :
circuit CAD; evolutionary computation; field programmable analogue arrays; integrated circuit design; SABLES; evolution-based automated reconfiguration; evolutionary algorithms; field programmable analog devices; field programmable transistor array; stand-alone board-level evolvable system; Algorithm design and analysis; Analog circuits; Biological cells; Circuit synthesis; Circuit testing; Digital signal processing; Evolutionary computation; Hardware; Integrated circuit interconnections; Switches;
Conference_Titel :
Field-Programmable Technology, 2002. (FPT). Proceedings. 2002 IEEE International Conference on
Print_ISBN :
0-7803-7574-2
DOI :
10.1109/FPT.2002.1188721