Title :
Probabilistic-based Circuit Design for Bio-Medical Applications
Author_Institution :
Div. of Eng., Brown Univ., Providence, RI
Abstract :
Biomedical systems are expected to be much more prone to signal faults than conventional electrical systems. Recent development in bio-medical research require a new approach to circuit design that can tolerate noisy data. In this paper, we propose probabilistic-based circuits utilizing the Markov random field. Simulation results show that these circuits are more noise immune than conventional circuits, and thus are more suitable for bio-medical applications
Keywords :
Markov processes; biomedical engineering; probability; Markov random field; bio-medical applications; biomedical systems; probabilistic-based circuit design; Biomedical imaging; Circuit noise; Circuit synthesis; DNA; Drugs; Magnetic resonance imaging; Optical imaging; Pharmaceutical technology; Probes; Semiconductor device measurement;
Conference_Titel :
Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on
Conference_Location :
Novosibirsk
Print_ISBN :
0-7803-9403-8
DOI :
10.1109/SSP.2005.1628817