Josep L. Rosselló - Publications, H-index & Citations

Back

Josep L. Rosselló

Universitat de les Illes Balears

21H-index

105Paper Count

1.2KCitation Count

Published Papers 26

Publication Date

Pruning dense neural networks for efficient edge deployment in internet of things applications

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

Save

A Pruning Method for Multi-Layer Perceptron Optimisation in IoT

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

Save

A Noniterative Supervised On-Chip Training Circuitry for Reservoir Computing Systems

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-03-01

PREAI

Galan-Prado, Fabio; Rossello, Josep L.

Save

Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications

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.

Save

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

Save

Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications

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.

Save

Tropical Reservoir Computing Hardware

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2020-11-01

PREAI

Galan-Prado, Fabio; Font-Rossello, J.; Rossello, Josep L.

Save

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.

Save

Compact Hardware Synthesis of Stochastic Spiking Neural Networks

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2019-09-25

PREAI

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

Save

An improved methodology to compute surface site interaction points using high density molecular electrostatic potential surfaces

JOURNAL OF COMPUTATIONAL CHEMISTRY

IF4.8

2018-10-23

PREAI

Oliver, Antoni; Hunter, Christopher A.; Prohens, Rafel; Lluis Rossello, Josep

Save

A Stochastic Spiking Neural Network for Virtual Screening

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-04-01

PREAI

Morro, A.; Canals, V.; Oliver, A.; Alomar, M. L.; Galan-Prado, F.; Ballester, P. J.; Rossello, J. L.

Save

Noise tolerant probabilistic logic for statistical pattern recognition applications

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2017-09-05

PREAI

Canals, V.; Frasser, C. F.; Alomar, M. L.; Morro, A.; Oliver, A.; Roca, M.; Isern, E.; Martinez-Moll, V.; Garcia-Moreno, E.; Rossello, J. L.

Save

A Bayesian Target Predictor Method based on Molecular Pairing Energies estimation

SCIENTIFIC REPORTS

IF3.9

2017-03-06

OAAI

Oliver, Antoni; Canals, Vincent; Rossello, Josep L.

Save

A Surface Site Interaction Point Methodology for Macromolecules and Huge Molecular Databases

JOURNAL OF COMPUTATIONAL CHEMISTRY

IF4.8

2017-01-23

PREAI

Oliver, Antoni; Hunter, Christopher A.; Prohens, Rafel; Rossello, Josep L.

Save

High-Density Liquid-State Machine Circuitry for Time-Series Forecasting

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2016-06-08

PREAI

Rossello, Josep L.; Alomar, Miquel L.; Morro, Antoni; Oliver, Antoni; Canals, Vincent

Save

A New Stochastic Computing Methodology for Efficient Neural Network Implementation

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-03-01

PREAI

Canals, Vincent; Morro, Antoni; Oliver, Antoni; Alomar, Miquel L.; Rossello, Josep L.

Save

Electrostatically actuated microbeam resonators as chaotic signal generators: A practical perspective

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION

IF3.8

2016-01-01

PREAI

Barcelo, J.; Rossello, J. L.; Bota, S.; Segura, J.; Verd, J.

Save

Digital Implementation of a Single Dynamical Node Reservoir Computer

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2015-10-01

PREAI

Alomar, Miquel L.; Soriano, Miguel C.; Escalona-Moran, Miguel; Canals, Vincent; Fischer, Ingo; Mirasso, Claudio R.; Rossello, Jose L.

Save

STUDYING THE ROLE OF SYNCHRONIZED AND CHAOTIC SPIKING NEURAL ENSEMBLES IN NEURAL INFORMATION PROCESSING

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2014-05-30

PREAI

Rossello, Josep L.; Canals, Vicens; Oliver, Antoni; Morro, Antoni

Save

HARDWARE IMPLEMENTATION OF STOCHASTIC SPIKING NEURAL NETWORKS

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2012-07-25

PREAI

Rossello, Josep L.; Canals, Vincent; Morro, Antoni; Oliver, Antoni

Save

Research Directions