A Scalable Massively Parallel Processor for Real-Time Image Processing

• Published in: IEEE journal of solid-state circuits 2011-10, Vol.46 (10), p.2363-2373
• Main Authors: Kurafuji, T., Haraguchi, M., Nakajima, M., Nishijima, T., Tanizaki, T., Yamasaki, H., Sugimura, T., Imai, Y., Ishizaki, M., Kumaki, T., Murata, K., Yoshida, K., Shimomura, E., Noda, H., Okuno, Y., Kamijo, S., Koide, T., Mattausch, H. J., Arimoto, K.
• Format: Article
• Language: English
• Subjects: Adders; Applied sciences; area efficiency; Cross-disciplinary physics: materials science; rheology; Design. Technologies. Operation analysis. Testing; Electronics; Exact sciences and technology; fine grained processing element; Image processing; Image processor; Integrated circuits; Integrated circuits by function (including memories and processors); Materials science; Physics; Pipelines; Porous materials; granular materials; power efficiency; Process control; Random access memory; Real time systems; Registers; scalable architecture; Semiconductor electronics. Microelectronics. Optoelectronics. Solid state devices; SIMD; Specific materials
• ISSN: 0018-9200; 1558-173X
• DOI: 10.1109/JSSC.2011.2159528

This paper describes a high performance scalable massively parallel single-instruction multiple-data (SIMD) processor and power/area efficient real-time image processing. The SIMD processor combines 4-bit processing elements (PEs) with SRAM on a small area and thus enables at the same time a high performance of 191 GOPS, a high power efficiency of 310 GOPS/W, and a high area efficiency of 31.6 GOPS/mm 2 . The applied pipeline architecture is optimized to reduce the number of controller overhead cycles so that the SIMD parallel processing unit can be utilized during up to 99% of the operating time of typical application programs. The processor can be also optimized for low cost, low power, and high performance multimedia system-on-a-chip (SoC) solutions. A combination of custom and automated implementation techniques enables scalability in the number of PEs. The processor has two operating modes, a normal frequency (NF) mode for higher power efficiency and a double frequency (DF) mode for higher performance. The combination of high area efficiency, high power efficiency, high performance, and the flexibility of the SIMD processor described in this paper expands the application of real-time image processing technology to a variety of electronic devices.