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Miquel L. Alomar Barceló
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A new stochastic computing methodology for efficient neural network implementation
V Canals, A Morro, A Oliver, ML Alomar, JL Rosselló
IEEE transactions on neural networks and learning systems 27 (3), 551-564, 2015
1352015
FPGA-based stochastic echo state networks for time-series forecasting
ML Alomar, V Canals, N Perez-Mora, V Martínez-Moll, JL Rosselló
Computational intelligence and neuroscience 2016, 15-15, 2016
642016
A stochastic spiking neural network for virtual screening
A Morro, V Canals, A Oliver, ML Alomar, F Galán-Prado, PJ Ballester, ...
IEEE transactions on neural networks and learning systems 29 (4), 1371-1375, 2017
582017
Digital implementation of a single dynamical node reservoir computer
ML Alomar, MC Soriano, M Escalona-Morán, V Canals, I Fischer, ...
IEEE Transactions on Circuits and Systems II: Express Briefs 62 (10), 977-981, 2015
432015
Ultra-fast data-mining hardware architecture based on stochastic computing
A Morro, V Canals, A Oliver, ML Alomar, JL Rossello
PloS one 10 (5), e0124176, 2015
372015
Low-cost hardware implementation of reservoir computers
ML Alomar, V Canals, V Martínez-Moll, JL Rosselló
2014 24th International Workshop on Power and Timing Modeling, Optimization …, 2014
302014
High-density liquid-state machine circuitry for time-series forecasting
JL Rosselló, ML Alomar, A Morro, A Oliver, V Canals
International Journal of Neural Systems 26 (05), 1550036, 2016
282016
Efficient parallel implementation of reservoir computing systems
ML Alomar, ES Skibinsky-Gitlin, CF Frasser, V Canals, E Isern, M Roca, ...
Neural Computing and Applications 32, 2299-2313, 2020
242020
Stochastic hardware implementation of liquid state machines
ML Alomar, V Canals, A Morro, A Oliver, JL Rossello
2016 International Joint Conference on Neural Networks (IJCNN), 1128-1133, 2016
172016
Development Status of Concentrating Collector With Stationary Reflector (CCStaR)
R Pujol, M Alomar, A Moià, V Martínez
International Congress on Heating, Cooling, and Buildings, Eurosun, 2010
112010
Reservoir computing hardware for time series forecasting
ES Skibinsky-Gitlin, ML Alomar, E Isern, M Roca, V Canals, JL Rossello
2018 28th international symposium on power and timing modeling, optimization …, 2018
102018
Cyclic reservoir computing with FPGA devices for efficient channel equalization
ES Skibinsky-Gitlin, ML Alomar, CF Frasser, V Canals, E Isern, M Roca, ...
Artificial Intelligence and Soft Computing: 17th International Conference …, 2018
82018
Spanish energy market: Overview towards price forecast
N Perez-Mora, ML Alomar, V Martinez-Moll
International Journal of Energy Economics and Policy 8 (3), 1-7, 2018
82018
Noise tolerant probabilistic logic for statistical pattern recognition applications
V Canals, CF Frasser, ML Alomar, A Morro, A Oliver, M Roca, E Isern, ...
Integrated Computer-Aided Engineering 24 (4), 351-365, 2017
62017
Robust stochastic logic for pattern recognition
V Canals, A Oliver, ML Alomar, M Roca, E Isern, E Garcia-Moreno, ...
Design of Circuits and Integrated Circuits (DCIS), 2016 Conference on, 1-6, 2016
62016
Noise-robust hardware implementation of neural networks
V Canals, ML Alomar, A Morro, A Oliver, JL Rossello
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
52015
Solar and heat pump systems. An analysis of several combinations in Mediterranean areas.
A Moià Pol, V MARTÍNEZ MOLL, M ALOMAR BARCELÓ, R Pujol Nadal
Strojarstvo: časopis za teoriju i praksu u strojarstvu 54 (6), 449-454, 2012
52012
Estimation of global solar radiation from air temperature using artificial neural networks based on reservoir computing
ML Alomar, V Canals, JL Rosselló, V Martínez-Moll
Proc. EuroSun2016, 1-8, 2016
42016
Spiking neural networks signal processing
JL Rossello, V Canals, A Oliver, M Alomar, A Morro
Design of circuits and integrated systems, 1-6, 2014
42014
DOMESTIC SOLAR/HEAT PUMP HEATING SYSTEMS WITH LOW AND HIGH EFICIENCY COLLECTORS IN MEDITERRANEAN AREAS.
AM Pol, MA Barceló, RP Nadal, VM Moll
Solar World Congress, Kassel, Germany, 4083-4089, 2011
42011
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Articles 1–20