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 | 135 | 2015 |
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 (1), 3917892, 2016 | 63 | 2016 |
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 | 59 | 2017 |
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 | 45 | 2015 |
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 | 36 | 2015 |
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 | 32 | 2014 |
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 | 30 | 2020 |
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 | 28 | 2016 |
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 | 17 | 2016 |
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 | 13 | 2018 |
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 | 11 | 2010 |
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 | 9 | 2018 |
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 | 8 | 2018 |
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 | 6 | 2017 |
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 | 6 | 2016 |
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, 2016 | 5 | 2016 |
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 | 5 | 2015 |
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 | 5 | 2012 |
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 | 4 | 2011 |
Spiking neural networks signal processing JL Rossello, V Canals, A Oliver, M Alomar, A Morro Design of circuits and integrated systems, 1-6, 2014 | 3 | 2014 |