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Alejandro Morán

Universitat de les Illes Balears

8H-index
36Paper Count
214Citation Count
Published Papers 11
Publication Date
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Pruning dense neural networks for efficient edge deployment in internet of things applications
errApplied Soft Computing
IF6.6
err2025-11-08
err0
errOAAI
errLluc Crespí-Castañer; Joan Font-Rosselló; Murti Bär; Alejandro Morán; Christian F. Frasser; Vincent Canals; Miquel Roca; Josep L. Rosselló
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errSave
A Pruning Method for Multi-Layer Perceptron Optimisation in IoT
errELECTRONICS LETTERS
IF0.8
err2025-10-13
err0
errOAAI
errCrespi-Castaner, Lluc; Baer, Murti; Font-Rossello, Joan; Moran, Alejandro; Canals, Vincent; Roca, Miquel; Rossello, Jose Luis
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errSave
Hardware Implementations of a Deep Learning Approach to Optimal Configuration of Reconfigurable Intelligence Surfaces
errSENSORS
IF3.5
err2024-01-30
err0
errOAAI
errMartin-Martin, Alberto; Padial-Allue, Ruben; Castillo, Encarnacion; Parrilla, Luis; Parellada-Serrano, Ignacio; Moran, Alejandro; Garcia, Antonio
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errSave
Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-12-01
err21
PREAI
errFrasser, Christiam F.; Linares-Serrano, Pablo; de los Rios, Ivan Diez; Moran, Alejandro; Skibinsky-Gitlin, Erik S.; Font-Rossello, Joan; Canals, Vincent; Roca, Miquel; Serrano-Gotarredona, Teresa; Rossello, Josep L.
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errSave
Remote fruit fly detection using computer vision and machine learning-based electronic trap
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-10-10
err4
errOAAI
errMolina-Rotger, Miguel; Moran, Alejandro; Miranda, Miguel Angel; Alorda-Ladaria, Bartomeu
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errSave
Digital implementation of Radial Basis Function Neural Networks Based on Stochastic Computing (vol 13, pg 257, 2023)
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2023-09-01
err0
errOAAI
errMoran Costoya, Alejandro; Parrilla Roure, Luis; Roca, Miquel; Font-Rossello, Joan; Isern, Eugeni; Canals, Vincent
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errSave
Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2023-03-01
err3
PREAI
errRossello, Josep L.; Font-Rossello, Joan; Frasser, Christiam F.; Moran, Alejandro; Skibinsky-Gitlin, Erik Sebastian; Canals, Vincent; Roca, Miquel
errShare
errSave
Digital Implementation of Radial Basis Function Neural Networks Based on Stochastic Computing
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2023-03-01
err11
PREAI
errMoran, Alejandro; Parrilla, Luis; Roca, Miquel; Font-Rossello, Joan; Isern, Eugeni; Canals, Vincent
errShare
errSave
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications
errCOGNITIVE COMPUTATION
IF4.3
err2021-02-15
err13
PREAI
errMoran, Alejandro; Canals, Vincent; Galan-Prado, Fabio; Frasser, Christian F.; Radhakrishnan, Dhinakar; Safavi, Saeid; Rossello, Josep L.
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errSave
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2020-03-01
err17
PREAI
errMoran, Alejandro; Frasser, Christiam F.; Roca, Miquel; Rossello, Josep L.
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errSave
Compact Hardware Synthesis of Stochastic Spiking Neural Networks
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2019-09-25
err17
PREAI
errGalan-Prado, Fabio; Moran, Alejandro; Font, Joan; Roca, Miquel; Rossello, Josep L.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Teresa Serrano‐Gotarredona
H-index: 39 · Papers: 254
M
Miguel Ángel Miranda Chueca
H-index: 38 · Papers: 313
A
Antonio García
H-index: 25 · Papers: 183
E
Encarnación Castillo
H-index: 22 · Papers: 168
J
Josep L. Rosselló
H-index: 21 · Papers: 105
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