Title :
Multi-accelerator system development with the ShrinkFit acceleration framework
Author :
Lyons, Michael J. ; Gu-Yeon Wei ; Brooks, David
Author_Institution :
Harvard Univ., Cambridge, PA, USA
Abstract :
This paper introduces the ShrinkFit accelerator framework, which simplifies the design of systems combining multiple accelerators. A single ShrinkFit system design can be deployed to FPGAs large and small, without time-consuming architectural parameter surveys. We describe four ShrinkFit accelerators implemented for an FPGA-based robotic bee brain prototype and demonstrate the flexibility of ShrinkFit with low performance overheads (under 10% on average) and low resource overheads (0-8% for accelerators and under 2% for hard logic blocks).
Keywords :
field programmable gate arrays; logic design; mobile robots; FPGA based robotic bee brain prototype; ShrinkFit acceleration framework; field programmable gate arrays; multiaccelerator system development; Context; Convolution; Digital signal processing; Discrete cosine transforms; Field programmable gate arrays; Registers; Switches;
Conference_Titel :
Computer Design (ICCD), 2014 32nd IEEE International Conference on
Conference_Location :
Seoul
DOI :
10.1109/ICCD.2014.6974665