18 citations · 26 across the 6 of their papers we have counts for
6 papers
Fully-parallel Convolutional Neural Network Hardware
Christiam F. Frasser, Pablo Linares-Serrano, V. Canals +3
A new trans-disciplinary knowledge area, Edge Artificial Intelligence or Edge Intelligence, is beginning to receive a tremendous amount of interest from the machine learning commun…
Stochastic-based Neural Network hardware acceleration for an efficient ligand-based virtual screening
Christian F. Frasser, Carola de Benito, Vincent Canals +3
Artificial Neural Networks (ANN) have been popularized in many science and technological areas due to their capacity to solve many complex pattern matching problems. That is the ca…
Reservoir Computing Hardware with Cellular Automata
Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló
Elementary cellular automata (ECA) is a widely studied one-dimensional processing methodology where the successive iteration of the automaton may lead to the recreation of a rich p…
Stochastic-Based Pattern Recognition Analysis
V. Canals, A. Morro, J. L. Rosselló
In this work we review the basic principles of stochastic logic and propose its application to probabilistic-based pattern-recognition analysis. The proposed technique is intrinsic…
A Fast Concurrent Power-Thermal Model for Sub-100nm Digital ICs
J. L. Rossello, V. Canals, S. A. Bota +2
As technology scales down, the static power is expected to become a significant fraction of the total power. The exponential dependence of static power with the operating temperatu…
Smart Temperature Sensor for Thermal Testing of Cell-Based ICs
S. A. Bota, M. Rosales, J. L. Rossello +1
In this paper we present a simple and efficient built-in temperature sensor for thermal monitoring of standard-cell based VLSI circuits. The proposed smart temperature sensor uses…