Alejandro Morán

According to our database, Alejandro Morán authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hardware Implementations of a Deep Learning Approach to Optimal Configuration of Reconfigurable Intelligence Surfaces.

Alberto Martín-Martín, Rubén Padial-Allué, Encarnación Castillo, Luis Parrilla, Ignacio Parellada-Serrano, Alejandro Morán, Antonio García

Sensors, February, 2024

2023

Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications.

Christiam F. Frasser, Pablo Linares-Serrano, Iván Díez de los Ríos, Alejandro Morán, Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Vincent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Corrections to "Digital implementation of Radial Basis Function Neural Networks Based on Stochastic Computing".

Alejandro Morán Costoya, Luís Parrilla Roure, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals

IEEE J. Emerg. Sel. Topics Circuits Syst., September, 2023

Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications.

Alejandro Morán, Vincent Canals, Fabio Galán-Prado, Christian F. Frasser, Dhinakar Radhakrishnan, Saeid Safavi, Josep L. Rosselló

Cogn. Comput., September, 2023

Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning.

Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vincent Canals, Miquel Roca

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Digital Implementation of Radial Basis Function Neural Networks Based on Stochastic Computing.

Alejandro Morán, Luis Parrilla, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Approximate arithmetic aware training for stochastic computing neural networks.

Christiam F. Frasser, Alejandro Morán, Vincent Canals, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló

Proceedings of the 38th Conference on Design of Circuits and Integrated Systems, 2023

2022

Compact Machine Learning Systems with Reconfigurable Computing.

Alejandro Morán Costoya

PhD thesis, 2022

Hardware Implementation of Stochastic Computing-based Morphological Neural Systems.

Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vicent Canals, Miquel Roca

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Improving efficiency of a Stochastic Computing-based Morphological Neural Network.

Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Vicens Canals, Miquel Roca, Josep L. Rosselló

Proceedings of the 37th Conference on Design of Circuits and Integrated Systems, 2022

2021

Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning.

Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christiam F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló

Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021

Exploiting Correlation in Stochastic Computing based Deep Neural Networks.

Christiam F. Frasser, Pablo Linares-Serrano, Alejandro Morán, Joan Font-Rosselló, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló

Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021

2020

Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata.

Alejandro Morán, Christiam F. Frasser, Miquel Roca, Josep L. Rosselló

IEEE Trans. Computers, 2020

SoC Kohonen Maps Based on Stochastic Computing.

Alejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

FPGA Implementation of Random Vector Functional Link Networks based on Elementary Cellular Automata.

Alejandro Morán, Vincent Canals, Miquel Roca, Eugeni Isern, Josep L. Rosselló

Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020

2019

Compact Hardware Synthesis of Stochastic Spiking Neural Networks.

Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló

Int. J. Neural Syst., 2019

Stochastic Radial Basis Neural Networks.

Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló

Proceedings of the 29th International Symposium on Power and Timing Modeling, 2019

Self-Organizing Maps hybrid Implementation Based on Stochastic Computing.

Alejandro Morán, Josep L. Rosselló, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Vincent Canals

Proceedings of the XXXIV Conference on Design of Circuits and Integrated Systems, 2019

2018

Reservoir Computing Hardware with Cellular Automata.

Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló

CoRR, 2018