Alejandro Morán

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 et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 47 citations

Convolutional Neural Network, Edge Computing Applications, Machine Learning +19

Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata

Alejandro Morán, Christiam F. Frasser, M. Roca et al. · IEEE Transactions on Computers · 2019 · 35 citations

Artificial Intelligence, Engineering, Machine Learning +17

Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications

Alejandro Morán, Vincent Canals, Fabio Galán-Prado et al. · Cognitive Computation · 2021 · 21 citations

Edge Intelligence, Edge Intelligence Applications, Engineering +6

Compact Hardware Synthesis of Stochastic Spiking Neural Networks

Fabio Galán-Prado, Alejandro Morán, J. Font et al. · International Journal of Neural Systems · 2019 · 18 citations

Engineering, Computational Neuroscience, Back Propagation +14

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

Alejandro Morán, Luis Parrilla, M. Roca et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2022 · 18 citations

Engineering, Machine Learning, Hardware Algorithm +21