Behavioral synthesis optimization using multiple precision arithmetic

• Published in: Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181) Vol. 5; pp. 3113 - 3116 vol.5
• Main Authors: Ercegovac, M., Kirovski, D., Mustafa, G., Potkonjak, M.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 1998
• Subjects: Application specific integrated circuits; Computer aided instruction; Computer architecture; Concurrent computing; Costs; Digital arithmetic; Fixed-point arithmetic; Hardware; Parallel processing; Timing
• ISBN: 9780780344280; 0780344286
• ISSN: 1520-6149; 2379-190X
• DOI: 10.1109/ICASSP.1998.678185

Modern image and video processing applications are characterized by a unique combination of arithmetic and computational features: fixed point arithmetic, a variety of short data types, high degree of instruction-level parallelism, strict timing constraints, high computational requirements, and high cost sensitivity. The current generation of behavioral synthesis tools does not address well this type of application. In this paper we explore the potential of using multiple precision arithmetic units to effectively support implementation of image and video processing applications as application specific integrated circuits. A new architectural scheme for collaborate addition of sets of variable precision data is proposed as well as an allocation and assignment methodology for multiple precision arithmetic units. Experimental results indicate the strong advantages of the proposed approach.