Miquel L. Alomar

14 papers B 2Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Efficient parallel implementation of reservoir computing systems. Neural Comput. Appl. Miquel L. Alomar, Erik S. Skibinsky-Gitlin, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló
2018	J	`jnl`	A Stochastic Spiking Neural Network for Virtual Screening. IEEE Trans. Neural Networks Learn. Syst. Antoni Morro, Vicent Canals, Antoni Oliver, Miquel L. Alomar, Fabio Galán-Prado, Pedro J. Ballester, José Luis Rosselló
2018	—	`conf`	Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. ICAISC (1) Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló
2018	—	`—`	Methodologies for hardware implementation of reservoir computing systems. Miquel L. Alomar
2018	—	`conf`	Reservoir Computing Hardware for Time Series Forecasting. PATMOS Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Eugeni Isern, Miquel Roca, Vincent Canals, Josep L. Rosselló
2017	J	`jnl`	Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 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
2016	J	`jnl`	A New Stochastic Computing Methodology for Efficient Neural Network Implementation. IEEE Trans. Neural Networks Learn. Syst. Vincent Canals, Antoni Morro, Antoni Oliver, Miquel L. Alomar, Josep L. Rosselló
2016	J	`jnl`	FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting. Comput. Intell. Neurosci. Miquel L. Alomar, Vincent Canals, Nicolas Perez-Mora, Víctor Martínez-Moll, Josep L. Rosselló
2016	J	`jnl`	High-Density Liquid-State Machine Circuitry for Time-Series Forecasting. Int. J. Neural Syst. Josep L. Rosselló, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Vincent Canals
2016	B	`conf`	Stochastic hardware implementation of Liquid State Machines. IJCNN Miquel L. Alomar, Vincent Canals, Antoni Morro, Antoni Oliver, Josep L. Rosselló
2015	J	`jnl`	Digital Implementation of a Single Dynamical Node Reservoir Computer. IEEE Trans. Circuits Syst. II Express Briefs Miquel L. Alomar, Miguel C. Soriano, Miguel Angel Escalona-Morán, Vincent Canals, Ingo Fischer, Claudio R. Mirasso, José Luis Rosselló
2015	B	`conf`	Noise-robust hardware implementation of neural networks. IJCNN Vincent Canals, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Josep L. Rosselló
2015	—	`conf`	Stochastic-Based Implementation of Reservoir Computers. IWANN (2) Miquel L. Alomar, Vincent Canals, Víctor Martínez-Moll, José Luis Rosselló
2014	—	`conf`	Low-cost hardware implementation of Reservoir Computers. PATMOS Miquel L. Alomar, Vicent Canals, Víctor Martínez-Moll, José Luis Rosselló