Alejandro Morán

21 papers B 1C 1Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pruning dense neural networks for efficient edge deployment in internet of things applications.
Appl. Soft Comput.
Lluc Crespí-Castañer, Joan Font-Rosselló, Murti Bär, Alejandro Morán, Christian F. Frasser, Vincent Canals, Miquel Roca, Josep L. Rosselló
2025 — conf
A 1.12 TOPS/W 180 nm Stochastic Computing-Based Neuromorphic Circuit.
DCIS
Josep L. Rosselló, Christiam F. Frasser, Arnau Salas-Barenys, Joan Cesari, Vincent Canals, Lluc Crespí-Castañer, Joan Font-Rosselló, Alejandro Morán, Miquel Roca
2025 — conf
A Comparative Analysis of Bipolar and Sign-Magnitude Stochastic Computing Approaches in Quantized Neural Networks.
DCIS
Alejandro Morán, Lluc Crespí-Castañer, Christiam F. Frasser, Joan Font-Rosselló, Vincent Canals, Miquel Roca, Josep L. Rosselló
2024 J jnl
Hardware Implementations of a Deep Learning Approach to Optimal Configuration of Reconfigurable Intelligence Surfaces.
Sensors
Alberto Martín-Martín, Rubén Padial-Allué, Encarnación Castillo, Luis Parrilla, Ignacio Parellada-Serrano, Alejandro Morán, Antonio García
2024 — conf
Tropical Pruning Strategies for ANN optimization in IoT.
DCIS
Murti Bär, Lluc Crespí-Castañer, Joan Font-Rosselló, Alejandro Morán, Vicent Canals, Miquel Roca, Josep L. Rosselló
2023 — conf
Approximate arithmetic aware training for stochastic computing neural networks.
DCIS
Christiam F. Frasser, Alejandro Morán, Vincent Canals, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló
2023 J jnl
Digital Implementation of Radial Basis Function Neural Networks Based on Stochastic Computing.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Alejandro Morán, Luis Parrilla, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals
2023 J jnl
Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications.
IEEE Trans. Neural Networks Learn. Syst.
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
2023 J jnl
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications.
Cogn. Comput.
Alejandro Morán, Vincent Canals, Fabio Galán-Prado, Christian F. Frasser, Dhinakar Radhakrishnan, Saeid Safavi, Josep L. Rosselló
2023 J jnl
Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vincent Canals, Miquel Roca
2022 C conf
Hardware Implementation of Stochastic Computing-based Morphological Neural Systems.
ISCAS
Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vicent Canals, Miquel Roca
2022 — conf
Improving efficiency of a Stochastic Computing-based Morphological Neural Network.
DCIS
Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Vicens Canals, Miquel Roca, Josep L. Rosselló
2021 — conf
Exploiting Correlation in Stochastic Computing based Deep Neural Networks.
DCIS
Christiam F. Frasser, Pablo Linares-Serrano, Alejandro Morán, Joan Font-Rosselló, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
2021 — conf
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning.
DCIS
Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christiam F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló
2020 J jnl
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata.
IEEE Trans. Computers
Alejandro Morán, Christiam F. Frasser, Miquel Roca, Josep L. Rosselló
2020 — conf
FPGA Implementation of Random Vector Functional Link Networks based on Elementary Cellular Automata.
DCIS
Alejandro Morán, Vincent Canals, Miquel Roca, Eugeni Isern, Josep L. Rosselló
2020 B conf
SoC Kohonen Maps Based on Stochastic Computing.
IJCNN
Alejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals
2019 J jnl
Compact Hardware Synthesis of Stochastic Spiking Neural Networks.
Int. J. Neural Syst.
Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló
2019 — conf
Self-Organizing Maps hybrid Implementation Based on Stochastic Computing.
DCIS
Alejandro Morán, Josep L. Rosselló, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Vincent Canals
2019 — conf
Stochastic Radial Basis Neural Networks.
PATMOS
Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló
2018 J jnl
Reservoir Computing Hardware with Cellular Automata.
CoRR
Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló