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ORCIDMiquel L. Alomar
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Journal Articles
- 2020
[j7]Miquel L. Alomar, Erik S. Skibinsky-Gitlin
, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Efficient parallel implementation of reservoir computing systems. Neural Comput. Appl. 32(7): 2299-2313 (2020)- 2018
- [j6]Antoni Morro, Vicent Canals, Antoni Oliver, Miquel L. Alomar, Fabio Galán-Prado, Pedro J. Ballester, José Luis Rosselló:
A Stochastic Spiking Neural Network for Virtual Screening. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1371-1375 (2018) - 2017
- [j5]Vicent Canals, Christiam F. Frasser, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Eugenio García-Moreno, Josep L. Rosselló:
Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 24(4): 351-365 (2017) - 2016
- [j4]Miquel L. Alomar, Vincent Canals, Nicolas Perez-Mora, Víctor Martínez-Moll, Josep L. Rosselló:
FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting. Comput. Intell. Neurosci. 2016: 3917892:1-3917892:14 (2016) - [j3]Josep L. Rosselló, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Vincent Canals:
High-Density Liquid-State Machine Circuitry for Time-Series Forecasting. Int. J. Neural Syst. 26(5): 1550036:1-1550036:12 (2016) - [j2]Vincent Canals, Antoni Morro, Antoni Oliver, Miquel L. Alomar, Josep L. Rosselló:
A New Stochastic Computing Methodology for Efficient Neural Network Implementation. IEEE Trans. Neural Networks Learn. Syst. 27(3): 551-564 (2016) - 2015
- [j1]Miquel L. Alomar, Miguel C. Soriano, Miguel Angel Escalona-Moran, Vincent Canals, Ingo Fischer, Claudio R. Mirasso, José Luis Rosselló:
Digital Implementation of a Single Dynamical Node Reservoir Computer. IEEE Trans. Circuits Syst. II Express Briefs 62-II(10): 977-981 (2015)
Conference and Workshop Papers
- 2018
- [c7]Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. ICAISC (1) 2018: 226-234 - [c6]Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Eugeni Isern, Miquel Roca, Vincent Canals, Josep L. Rosselló:
Reservoir Computing Hardware for Time Series Forecasting. PATMOS 2018: 133-139 - 2016
- [c5]Miquel L. Alomar, Vincent Canals, Antoni Morro, Antoni Oliver, Josep L. Rosselló:
Stochastic hardware implementation of Liquid State Machines. IJCNN 2016: 1128-1133 - 2015
- [c4]Vincent Canals, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Josep L. Rosselló:
Noise-robust hardware implementation of neural networks. IJCNN 2015: 1-8 - [c3]Miquel L. Alomar, Vincent Canals, Víctor Martínez-Moll, José Luis Rosselló:
Stochastic-Based Implementation of Reservoir Computers. IWANN (2) 2015: 185-196 - [c2]Vincent Canals, Antoni Morro, Antoni Oliver, Miquel Lleo Alomar, Josep L. Rosselló:
An unconventional computing technique for ultra-fast and ultra-low power data mining. PATMOS 2015: 40-46 - 2014
- [c1]Miquel L. Alomar, Vicent Canals, Víctor Martínez-Moll, José Luis Rosselló:
Low-cost hardware implementation of Reservoir Computers. PATMOS 2014: 1-5
Coauthor Index
aka: Vincent Canals
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