Short hybrid floating-point formats based on 16-bit for FPGA-based arithmetic implementations
Mario Alfredo Ibarra-Carrillo,
Herón Molina-Lozano,
Jesús Yaljá Montiel-Pérez
Abstract:Nowadays, there are implemented devices whose purpose is to perform massive computations by saving resources at the time they reduce the latency of arithmetic operations. These devices are usually GPUs, FPGAs and other specialised devices such as "Coral". Neural networks, digital filters and numerical simulators take advantage of the massively parallel operations of such devices. One way to reduce the amount of resources used is to limit the size of the registers that store data. This has led… Show more
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