Publications by authors named "Vincent Canals"

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Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications.
Christiam F Frasser, Pablo Linares-Serrano, Ivan Diez de Los de Rios, Alejandro Moran, Erik S Skibinsky-Gitlin, Vincent Canals

IEEE Trans Neural Netw Learn Syst· December 2023

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Climate change and their impacts in the Balearic Islands: a guide for policy design in Mediterranean regions.
Cati Torres, Gabriel Jordà, Pau de Vílchez, Raquel Vaquer-Sunyer, Juan Rita, Vincent Canals

Reg Environ Change· October 2021

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A Bayesian Target Predictor Method based on Molecular Pairing Energies estimation.
Antoni Oliver, Vincent Canals, Josep L Rosselló

Sci Rep· March 2017

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FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting.
Miquel L Alomar, Vincent Canals, Nicolas Perez-Mora, Víctor Martínez-Moll, Josep L Rosselló

Comput Intell Neurosci· October 2016

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High-Density Liquid-State Machine Circuitry for Time-Series Forecasting.
Josep L Rosselló, Miquel L Alomar, Antoni Morro, Antoni Oliver, Vincent Canals

Int J Neural Syst· August 2016

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A New Stochastic Computing Methodology for Efficient Neural Network Implementation.
Vincent Canals, Antoni Morro, Antoni Oliver, Miquel L Alomar, Josep L Rosselló

IEEE Trans Neural Netw Learn Syst· March 2016

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Ultra-fast data-mining hardware architecture based on stochastic computing.
Antoni Morro, Vincent Canals, Antoni Oliver, Miquel L Alomar, Josep L Rossello

PLoS One· February 2016

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Hardware implementation of stochastic spiking neural networks.
Josep L Rosselló, Vincent Canals, Antoni Morro, Antoni Oliver

Int J Neural Syst· August 2012

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Chaos-based mixed signal implementation of spiking neurons.
Josep L Rossello, Vincent Canals, Antoni Morro, Jaume Verd

Int J Neural Syst· December 2009

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