18 citations · 21 across the 3 of their papers we have counts for
4 papers
High-frequency Multispeculative Multiply-Accumulation Unit for Fused Posit Arithmetic
Mario Alonso, Miguel Ángel Sacristán, Guillermo Botella +1
Posit arithmetic offers a compelling alternative to the IEEE 754 floating-point standard, providing enhanced accuracy. Its fused multiply-accumulate operations avoid intermediate r…
Differential Evolution VQE for Crypto-currency Arbitrage. Quantum Optimization with many local minima
Gines Carrascal, Beatriz Roman, Guillermo Botella +1
Crypto-currency markets are known to exhibit inefficiencies, which presents opportunities for profitable cyclic transactions or arbitrage, where one currency is traded for another…
Big-PERCIVAL: Exploring the Native Use of 64-Bit Posit Arithmetic in Scientific Computing
David Mallasén, Alberto A. Del Barrio, Manuel Prieto-Matias
The accuracy requirements in many scientific computing workloads result in the use of double-precision floating-point arithmetic in the execution kernels. Nevertheless, emerging re…
CTMQ: Cyclic Training of Convolutional Neural Networks with Multiple Quantization Steps
HyunJin Kim, Jungwoo Shin, Alberto A. Del Barrio
This paper proposes a training method having multiple cyclic training for achieving enhanced performance in low-bit quantized convolutional neural networks (CNNs). Quantization is…