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

Josep L. Rosselló

Universitat de les Illes Balears

21H指数

105论文数

1.2K被引数

收录论文 26

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

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.

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.

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

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.

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.

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.

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

A Stochastic Spiking Neural Network for Virtual Screening 一种用于虚拟筛选的随机脉冲神经网络

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.

Noise tolerant probabilistic logic for statistical pattern recognition applications 统计模式识别应用的噪声容忍概率逻辑

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.

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.

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.

High-Density Liquid-State Machine Circuitry for Time-Series Forecasting 用于时间序列预测的高密度液体状态机电路

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2016-06-08

PREAI

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

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.

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.

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.

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

HARDWARE IMPLEMENTATION OF STOCHASTIC SPIKING NEURAL NETWORKS 随机脉冲神经网络的硬件实现

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2012-07-25

PREAI

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

研究方向