Josep L. Rosselló

40 papers B 3C 1Journal 19Unranked 17

Year	Rank	Type	Title / 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`	A Noniterative Supervised On-Chip Training Circuitry for Reservoir Computing Systems. IEEE Trans. Neural Networks Learn. Syst. Fabio Galán-Prado, Josep L. Rosselló
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`	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
2023	—	`conf`	Stochastic Computing-based on-chip Training Circuitry for Reservoir Computing Systems. DCIS Fabio Galán-Prado, Joan Font-Rosselló, Miquel Roca, Josep L. Rosselló
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`	Efficient parallel implementation of reservoir computing systems. Neural Comput. Appl. Miquel L. Alomar, Erik S. Skibinsky-Gitlin, Christiam F. Frasser, Vincent Canals, 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	J	`jnl`	Fully-parallel Convolutional Neural Network Hardware. CoRR Christiam F. Frasser, Pablo Linares-Serrano, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
2020	B	`conf`	SoC Kohonen Maps Based on Stochastic Computing. IJCNN Alejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals
2020	J	`jnl`	Stochastic-based Neural Network hardware acceleration for an efficient ligand-based virtual screening. CoRR Christiam F. Frasser, Carola de Benito, Vincent Canals, Miquel Roca, Pedro J. Ballester, Josep L. Rosselló
2020	J	`jnl`	Tropical Reservoir Computing Hardware. IEEE Trans. Circuits Syst. Fabio Galán-Prado, Joan Font-Rosselló, Josep L. Rosselló
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`	Morphological Reservoir Computing Hardware. PATMOS Fabio Galán-Prado, Joan Font-Rosselló, 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`	0.65 V integrable electronic realisation of integer- and fractional-order Hindmarsh-Rose neuron model using companding technique. IET Circuits Devices Syst. Farooq Ahmad Khanday, Mohammad Rafiq Dar, Nasir Ali Kant, Josep L. Rosselló, Costas Psychalinos
2018	J	`jnl`	An improved methodology to compute surface site interaction points using high density molecular electrostatic potential surfaces. J. Comput. Chem. Antoni Oliver, Christopher A. Hunter, Rafel Prohens, Josep L. Rosselló
2018	—	`conf`	Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. ICAISC (1) Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló
2018	—	`conf`	Reservoir Computing Hardware for Time Series Forecasting. PATMOS Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Eugeni Isern, Miquel Roca, Vincent Canals, Josep L. Rosselló
2018	J	`jnl`	Reservoir Computing Hardware with Cellular Automata. CoRR Alejandro Morán, Christiam F. Frasser, Josep L. Rosselló
2017	J	`jnl`	A surface site interaction point methodology for macromolecules and huge molecular databases. J. Comput. Chem. Antoni Oliver, Christopher A. Hunter, Rafel Prohens, Josep L. Rosselló
2017	—	`conf`	An analytical delay model for ReRAM memory cells. PATMOS Carol de Benito, Mohamad Moner Al Chawa, Josep L. Rosselló, Miquel Roca, Rodrigo Picos, Ioannis Messaris, Spiridon Nikolaidis
2017	J	`jnl`	Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. Vicent Canals, Christiam F. Frasser, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Eugenio García-Moreno, Josep L. Rosselló
2017	—	`conf`	Smart Hardware Implementation of Spiking Neural Networks. IWANN (1) Fabio Galán-Prado, Josep L. Rosselló
2016	J	`jnl`	A New Stochastic Computing Methodology for Efficient Neural Network Implementation. IEEE Trans. Neural Networks Learn. Syst. Vincent Canals, Antoni Morro, Antoni Oliver, Miquel L. Alomar, Josep L. Rosselló
2016	J	`jnl`	FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting. Comput. Intell. Neurosci. Miquel L. Alomar, Vincent Canals, Nicolas Perez-Mora, Víctor Martínez-Moll, Josep L. Rosselló
2016	J	`jnl`	High-Density Liquid-State Machine Circuitry for Time-Series Forecasting. Int. J. Neural Syst. Josep L. Rosselló, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Vincent Canals
2016	B	`conf`	Stochastic hardware implementation of Liquid State Machines. IJCNN Miquel L. Alomar, Vincent Canals, Antoni Morro, Antoni Oliver, Josep L. Rosselló
2015	—	`conf`	An unconventional computing technique for ultra-fast and ultra-low power data mining. PATMOS Vincent Canals, Antoni Morro, Antoni Oliver, Miquel Lleo Alomar, Josep L. Rosselló
2015	B	`conf`	Noise-robust hardware implementation of neural networks. IJCNN Vincent Canals, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Josep L. Rosselló