57 citations · 119 across the 5 of their papers we have counts for
5 papers
Digit-Recurrence Posit Division
Raul Murillo, Julio Villalba-Moreno, Alberto A. Del Barrio +1
Posit arithmetic has emerged as a promising alternative to IEEE 754 floating-point representation, offering enhanced accuracy and dynamic range. However, division operations in pos…
Neuromorphic Circuit Simulation with Memristors: Design and Evaluation Using MemTorch for MNIST and CIFAR
Julio Souto, Guillermo Botella, Daniel García +2
Memristors offer significant advantages as in-memory computing devices due to their non-volatility, low power consumption, and history-dependent conductivity. These attributes are…
PERCIVAL: Open-Source Posit RISC-V Core with Quire Capability
David Mallasén, Raul Murillo, Alberto A. Del Barrio +3
The posit representation for real numbers is an alternative to the ubiquitous IEEE 754 floating-point standard. In this work, we present PERCIVAL, an application-level posit capabl…
PLAM: a Posit Logarithm-Approximate Multiplier
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella +3
The Posit Number System was introduced in 2017 as a replacement for floating-point numbers. Since then, the community has explored its application in Neural Network related tasks a…
Template-Based Posit Multiplication for Training and Inferring in Neural Networks
Raúl Murillo Montero, Alberto A. Del Barrio, Guillermo Botella
The posit number system is arguably the most promising and discussed topic in Arithmetic nowadays. The recent breakthroughs claimed by the format proposed by John L. Gustafson have…