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Many classes of applications exhibit significant tolerance to inaccuracies in their computations. Some examples include image processing, multimedia applications, and machine learning. These inaccuracies can be exploited to build circuits with smaller area, lower power, and higher performance. Most previous work restricts the approximate optimizations to a particular level of abstraction or step within...
This paper presents a dedicated High-Level Synthesis (HLS) Design Space Explorer (DSE) for FPGAs. C-based VLSI design has the advantage over conventional RTL design that it allows the generation of micro-architectures with unique area vs. performance trade-offs without having to modify the original behavioral description (in this work area vs. latency). This is typically done by modifying the Functional...
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