Alejandro Morán - Publications, H-index & Citations

Alejandro Morán

Universitat de les Illes Balears

8H指数

36论文数

214被引数

收录论文 11

发表时间

Pruning dense neural networks for efficient edge deployment in internet of things applications 为物联网应用中的高效边缘部署修剪密集神经网络

Applied Soft Computing

IF6.6

2025-11-08

OAAI

Lluc Crespí-Castañer; Joan Font-Rosselló; Murti Bär; Alejandro Morán; Christian F. Frasser; Vincent Canals; Miquel Roca; Josep L. Rosselló

A Pruning Method for Multi-Layer Perceptron Optimisation in IoT 一种用于物联网中多层感知器优化的剪枝方法

ELECTRONICS LETTERS

IF0.8

2025-10-13

OAAI

Crespi-Castaner, Lluc; Baer, Murti; Font-Rossello, Joan; Moran, Alejandro; Canals, Vincent; Roca, Miquel; Rossello, Jose Luis

Hardware Implementations of a Deep Learning Approach to Optimal Configuration of Reconfigurable Intelligence Surfaces 可重构智能面优化配置的深度学习方法的硬件实现

SENSORS

IF3.5

2024-01-30

OAAI

Martin-Martin, Alberto; Padial-Allue, Ruben; Castillo, Encarnacion; Parrilla, Luis; Parellada-Serrano, Ignacio; Moran, Alejandro; Garcia, Antonio

Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications 用于边缘计算应用的卷积神经网络的完全并行随机计算硬件实现

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-12-01

PREAI

Frasser, 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.

Remote fruit fly detection using computer vision and machine learning-based electronic trap

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-10-10

OAAI

Molina-Rotger, Miguel; Moran, Alejandro; Miranda, Miguel Angel; Alorda-Ladaria, Bartomeu

Digital implementation of Radial Basis Function Neural Networks Based on Stochastic Computing (vol 13, pg 257, 2023)

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2023-09-01

OAAI

Moran Costoya, Alejandro; Parrilla Roure, Luis; Roca, Miquel; Font-Rossello, Joan; Isern, Eugeni; Canals, Vincent

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

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2023-03-01

PREAI

Rossello, Josep L.; Font-Rossello, Joan; Frasser, Christiam F.; Moran, Alejandro; Skibinsky-Gitlin, Erik Sebastian; Canals, Vincent; Roca, Miquel

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

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2023-03-01

PREAI

Moran, Alejandro; Parrilla, Luis; Roca, Miquel; Font-Rossello, Joan; Isern, Eugeni; Canals, Vincent

Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications 面向边缘智能应用的硬件优化水库计算系统

COGNITIVE COMPUTATION

IF4.3

2021-02-15

PREAI

Moran, Alejandro; Canals, Vincent; Galan-Prado, Fabio; Frasser, Christian F.; Radhakrishnan, Dhinakar; Safavi, Saeid; Rossello, Josep L.

Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2020-03-01

PREAI

Moran, Alejandro; Frasser, Christiam F.; Roca, Miquel; Rossello, Josep L.

Compact Hardware Synthesis of Stochastic Spiking Neural Networks 随机脉冲神经网络的紧凑硬件综合

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2019-09-25

PREAI

Galan-Prado, Fabio; Moran, Alejandro; Font, Joan; Roca, Miquel; Rossello, Josep L.

研究方向