Optimizing L1 cache for embedded systems through grammatical evolution

no code implementations • 6 Mar 2023 • Josefa Díaz Álvarez, J. Manuel Colmenar, José L. Risco-Martín, Juan Lanchares, Oscar Garnica

In this paper we propose an optimization framework based on Grammatical Evolution (GE) which is able to efficiently find the best cache configurations for a given set of benchmark applications.

A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes

no code implementations • 2 Sep 2021 • Felix Tena, Oscar Garnica, Juan Lanchares, J. Ignacio Hidalgo

This article compares ten recently proposed neural networks and proposes two ensemble neural network-based models for blood glucose prediction.