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 |
Studying the role of synchronized and chaotic spiking neural ensembles in neural information processing JL Rossello, V Canals, A Oliver, A Morro International journal of neural systems 24 (05), 1430003, 2014 | 63 | 2014 |
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 |
Hardware implementation of stochastic spiking neural networks JL Rossello, V Canals, A Morro, A Oliver International journal of neural systems 22 (04), 1250014, 2012 | 44 | 2012 |
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 |
Chaos-based mixed signal implementation of spiking neurons JL Rossello, V Canals, A Morro, J Verd International Journal of Neural Systems 19 (06), 465-471, 2009 | 36 | 2009 |
Hardware implementation of stochastic-based neural networks JL Rosselló, V Canals, A Morro The 2010 International Joint Conference on Neural Networks (IJCNN), 1-4, 2010 | 31 | 2010 |
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 |
Probabilistic-based neural network implementation JL Rosselló, V Canals, A Morro The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012 | 27 | 2012 |
A simple CMOS chaotic integrated circuit JL Rosselló, V Canals, I De Paul, S Bota, A Morro IEICE Electronics Express 5 (24), 1042-1048, 2008 | 26 | 2008 |
Stochastic-based pattern-recognition analysis V Canals, A Morro, JL Rosselló Pattern recognition letters 31 (15), 2353-2356, 2010 | 20 | 2010 |
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 |
Random number generation based on the rossler attractor V Canals, A Morro, JL Rosselló IEICE Proceeding Series 1, 272-275, 2014 | 9 | 2014 |
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 |
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 |
Spiking Neural Network Self-configuration for Temporal Pattern Recognition Analysis JL Rosselló, I de Paúl, V Canals, A Morro Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009 | 4 | 2009 |
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 |
An unconventional computing technique for ultra-fast and ultra-low power data mining V Canals, A Morro, A Oliver, ML Alomar, JL Rosselló 2015 25th International Workshop on Power and Timing Modeling, Optimization …, 2015 | 2 | 2015 |
Stochastic spiking neural networks at the edge of chaos JL Rosselló, V Canals, A Oliver, A Morro 2014 International Joint Conference on Neural Networks (IJCNN), 2399-2406, 2014 | 2 | 2014 |