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ORCIDAlejandro Morán
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Books and Theses
- 2022
[b1]Alejandro Morán Costoya:
Compact Machine Learning Systems with Reconfigurable Computing. null, 2022
Journal Articles
- 2024
- [j8]Alberto Martín-Martín
, Rubén Padial-Allué, Encarnación Castillo, Luis Parrilla, Ignacio Parellada-Serrano, Alejandro Morán, Antonio García:
Hardware Implementations of a Deep Learning Approach to Optimal Configuration of Reconfigurable Intelligence Surfaces. Sensors 24(3): 899 (2024) - 2023
- [j7]Alejandro Morán, Vincent Canals, Fabio Galán-Prado, Christian F. Frasser, Dhinakar Radhakrishnan, Saeid Safavi, Josep L. Rosselló:
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications. Cogn. Comput. 15(5): 1461-1469 (2023) - [j6]Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vincent Canals, Miquel Roca:
Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 249-256 (2023) - [j5]Alejandro Morán, Luis Parrilla, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals:
Digital Implementation of Radial Basis Function Neural Networks Based on Stochastic Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 257-269 (2023) - [j4]Alejandro Morán Costoya, Luís Parrilla Roure, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals:
Corrections to "Digital implementation of Radial Basis Function Neural Networks Based on Stochastic Computing". IEEE J. Emerg. Sel. Topics Circuits Syst. 13(3): 871 (2023) - [j3]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:
Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10408-10418 (2023) - 2020
- [j2]Alejandro Morán, Christiam F. Frasser, Miquel Roca, Josep L. Rosselló:
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata. IEEE Trans. Computers 69(3): 392-401 (2020) - 2019
- [j1]Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló:
Compact Hardware Synthesis of Stochastic Spiking Neural Networks. Int. J. Neural Syst. 29(8): 1950004:1-1950004:13 (2019)
Conference and Workshop Papers
- 2023
- [c9]Christiam F. Frasser, Alejandro Morán, Vincent Canals, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Approximate arithmetic aware training for stochastic computing neural networks. DCIS 2023: 1-6 - 2022
- [c8]Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Vicens Canals, Miquel Roca, Josep L. Rosselló:
Improving efficiency of a Stochastic Computing-based Morphological Neural Network. DCIS 2022: 1-6 - [c7]Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vicent Canals, Miquel Roca:
Hardware Implementation of Stochastic Computing-based Morphological Neural Systems. ISCAS 2022: 356-360 - 2021
- [c6]Christiam F. Frasser, Pablo Linares-Serrano, Alejandro Morán, Joan Font-Rosselló, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló:
Exploiting Correlation in Stochastic Computing based Deep Neural Networks. DCIS 2021: 1-6 - [c5]Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christiam F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning. DCIS 2021: 1-6 - 2020
- [c4]Alejandro Morán, Vincent Canals, Miquel Roca, Eugeni Isern, Josep L. Rosselló:
FPGA Implementation of Random Vector Functional Link Networks based on Elementary Cellular Automata. DCIS 2020: 1-6 - [c3]Alejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals:
SoC Kohonen Maps Based on Stochastic Computing. IJCNN 2020: 1-7 - 2019
- [c2]Alejandro Morán, Josep L. Rosselló, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Vincent Canals:
Self-Organizing Maps hybrid Implementation Based on Stochastic Computing. DCIS 2019: 1-6 - [c1]Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló:
Stochastic Radial Basis Neural Networks. PATMOS 2019: 145-149
Informal and Other Publications
- 2018
- [i1]Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló:
Reservoir Computing Hardware with Cellular Automata. CoRR abs/1806.04932 (2018)
Coauthor Index
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