Miquel L. Alomar

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 12

Top Topics

Statistical Pattern Recognition

Hardware Implementation

Reservoir Computing

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Comput. Intell. Neurosci.

Publications

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) (2020)
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)
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)
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) (2018)
Vicent Canals, Christiam F. Frasser, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Eugeni García-Moreno, Josep L. Rosselló
Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 24 (4) (2017)
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 (2016)
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) (2016)
Miquel L. Alomar, Vincent Canals, Antoni Morro, Antoni Oliver, Josep L. Rosselló
Stochastic hardware implementation of Liquid State Machines. IJCNN (2016)
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) (2016)
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 (10) (2015)
Vincent Canals, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Josep L. Rosselló
Noise-robust hardware implementation of neural networks. IJCNN (2015)
Miquel L. Alomar, Vincent Canals, Víctor Martínez-Moll, José Luis Rosselló
Stochastic-Based Implementation of Reservoir Computers. IWANN (2) (2015)
Miquel L. Alomar, Vicent Canals, Víctor Martínez-Moll, José Luis Rosselló
Low-cost hardware implementation of Reservoir Computers. PATMOS (2014)