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Antoni Morro
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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
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
632014
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
Hardware implementation of stochastic spiking neural networks
JL Rossello, V Canals, A Morro, A Oliver
International journal of neural systems 22 (04), 1250014, 2012
442012
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
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
362009
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
312010
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
Probabilistic-based neural network implementation
JL Rosselló, V Canals, A Morro
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012
272012
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
262008
Stochastic-based pattern-recognition analysis
V Canals, A Morro, JL Rosselló
Pattern recognition letters 31 (15), 2353-2356, 2010
192010
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
Random number generation based on the rossler attractor
V Canals, A Morro, JL Rosselló
IEICE Proceeding Series 1, 272-275, 2014
92014
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
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
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
42009
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
22015
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
22014
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