Miquel Roca

62 papers B 1C 5Misc 3Journal 25Unranked 28
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 — 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
Corrections to "Digital implementation of Radial Basis Function Neural Networks Based on Stochastic Computing".
IEEE J. Emerg. Sel. Topics Circuits Syst.
Alejandro Morán Costoya, Luís Parrilla Roure, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals
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
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 C conf
Monitoring Medicine Quality Conservation: An IoT-Based Platform Design.
ISNCC
Josep Genovard-Oliver, Maria Frontera-Bergas, Miguel Vinaixa-Fernández, Bartomeu Oliver-Riera, Jaume Ramis-Bibiloni, Eugeni Isern, Miquel Roca, Bartomeu Alorda-Ladaria
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 J jnl
A Bulk-Controlled Low-Voltage CMOS Quadrature Oscillator.
CoRR
Rodrigo Picos, M. A. Calafat, Kay Suenaga, Sebastià A. Bota, Miquel Roca, Eugeni Isern, Eugenio García-Moreno
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
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
Self-learning perceptron using a digital memristor emulator.
MOCAST
Carol de Benito, Mohamad Moner Al Chawa, Miquel Roca, Rodrigo Picos, S. G. Stravinides
2019 — conf
Stochastic Radial Basis Neural Networks.
PATMOS
Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló
2018 — conf
A Purely Digital Memristor Emulator based on a Flux-Charge Model.
ICECS
Oscar Camps, Mohamad Moner Al Chawa, Carol de Benito, Miquel Roca, Stavros G. Stavrinides, Rodrigo Picos, Leon O. Chua
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 C conf
Design and implementation of passive memristor emulators using a charge-flux approach.
ISCAS
Mohamad Moner Al Chawa, Carol de Benito, Miquel Roca, Rodrigo Picos, Stavros G. Stavrinides
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
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 — conf
Analysis of two different charge injector candidates for an on-chip Floating Gate recharging system.
DTIS
Joan Cesari, Álvaro Pineda, Salvatore Danzeca, Alessandro Masi, Markus Brugger, Maria Del Mar Fernandez, Eugeni Isern, Miquel Roca, Eugenio García-Moreno
2017 — conf
Foreword.
DTIS
Eugeni Isern, Miquel Roca, Tiziana Margaria
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
2014 J jnl
A new on-line bandwidth tuning approach for biquad OTA-C filters.
Microelectron. J.
Joan Font, Eugeni Isern, Miquel Roca, Rodrigo Picos, Eugenio García-Moreno
2014 — conf
Method to evaluate energy saving techniques in data buses.
PATMOS
Jesús Sánchez, José Miguel Gil-García, José Antonio Sainz, Miquel Roca, Eugeni Isern
2012 J jnl
Optimised design of an organic thin-film transistor amplifier using the gm/ID methodology.
IET Circuits Devices Syst.
Rodrigo Picos, Eugenio García-Moreno, Miquel Roca, Benjamín Iñíguez, Magali Estrada, Antonio Cerdeira
2011 J jnl
Band-Pass Filter Design with Diagnosis Facilities Based on Predictive Techniques.
J. Electron. Test.
Joan Font-Rosselló, Eugeni Isern, Miquel Roca, Rodrigo Picos, Miquel Font-Rosselló, Eugeni García-Moreno
2010 J jnl
Application of Predictive Oscillation-Based Test to a CMOS OpAmp.
IEEE Trans. Instrum. Meas.
Kay Suenaga, Eugeni Isern, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni García-Moreno
2009 Misc conf
Predictive Test Technique for Diagnosis of RF CMOS Receivers.
VTS
Kay Suenaga, Sebastià A. Bota, Rodrigo Picos, Eugeni Isern, Miquel Roca, Eugenio García-Moreno
2009 J jnl
Predictive test strategy for CMOS RF mixers.
Integr.
Eugenio García-Moreno, Kay Suenaga, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni Isern
2009 J jnl
Verifying Functional Specifications by Regression Techniques on Lissajous Test Signatures.
IEEE Trans. Circuits Syst. I Regul. Pap.
Luz Balado, Emili Lupon, Joan Figueras, Miquel Roca, Eugeni Isern, Rodrigo Picos
2007 J jnl
A Module for BiST of CMOS RF Receivers.
J. Electron. Test.
Kay Suenaga, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni Isern, Eugenio García
2006 — conf
Improved Fault Detection Using a Charge Monitor.
LATW
Rodrigo Picos, Oscar Calvo, Miquel Roca, Eugenio García-Moreno
2004 C conf
On-line Monitoring Capabilities of Oscillation Test Techniques: Results Demonstration in an OTA.
IOLTS
Rodrigo Picos, Miquel Roca, Eugeni Isern, Sebastià A. Bota, Eugenio García
2003 J jnl
A BICS for CMOS OpAmps by Monitoring the Supply Current Peak.
J. Electron. Test.
Joan Font, J. Ginard, Rodrigo Picos, Eugeni Isern, Jaume Segura, Miquel Roca, Eugenio García
2003 C conf
A Configurable Built in Current Sensor for Mixed Signal Circuit Testing.
IOLTS
Rodrigo Picos, Joan Font, Eugeni Isern, Miquel Roca, Eugenio García
2003 J jnl
A new BICS for CMOS operational amplifiers by using oscillation test techniques.
Microelectron. J.
Joan Font, Rodrigo Picos, Miquel Roca, Eugeni Isern, Eugenio García-Moreno
2003 J jnl
Analysis of dissipation energy of switching digital CMOS gates with coupled outputs.
Microelectron. J.
Francesc Moll, Miquel Roca, Eugeni Isern
2003 — conf
Analysis of the Contribution of Interconnect Effects in the Energy Dissipation of VLSI Circuits.
PATMOS
Eugeni Isern, Miquel Roca, Francesc Moll
2002 — conf
A BICS for CMOS Opamps by Monitoring the Supply Current Peak.
IOLTW
Joan Font, J. Ginard, Eugeni Isern, Miquel Roca, Jaume Segura, Eugenio García
2002 — conf
SEU fault injection in simulation environments: example of VHDL configuration on FPGA device.
LATW
Ivan de Paúl, Miquel Roca, Oscar Calvo, Raul Velazco
2000 — conf
A Crosstalk Sensor Implementation for Measuring Interferences in Digital CMOS VLSI Circuits.
IOLTW
José Antonio Sainz, R. Muñoz, J. A. Maiz, L. A. Aguado, Miquel Roca
2000 J jnl
Experimental Results on BIC Sensors for Transient Current Testing.
J. Electron. Test.
Rodrigo Picos, Miquel Roca, Eugeni Isern, Jaume Segura, Eugenio García-Moreno
2000 — conf
Transient Current Monitoring Using a Current-to-Frequency Converter.
LATW
Rodrigo Picos, J. Colom, Miquel Roca, Eugeni Isern, Jaume Segura, Oscar Calvo, Eugenio García-Moreno
1999 Misc conf
Analyzing the Need for ATPG Targeting GOS Defects.
VTS
Eugeni Isern, Miquel Roca, Jaume Segura
1999 — conf
Experimental results on BIC sensors for transient current testing.
ETW
Rodrigo Picos, Miquel Roca, Eugeni Isern, Jaume Segura, Eugenio García-Moreno
1998 J jnl
Clocked Dosimeter Compatible with Digital CMOS Technology.
J. Electron. Test.
Eugenio García-Moreno, Benjamín Iñíguez, Miquel Roca, Jaume Segura, Eugeni Isern
1998 — conf
Integrated Cmos Linear Dosimeter.
SBCCI
Oscar Calvo, M. González, C. Romero, Eugenio García-Moreno, Eugeni Isern, Miquel Roca, Jaume Segura
1998 — conf
Low-Power Fully-Testable Flow Meter in CMOS ASIC.
SBCCI
Oscar Calvo, Miquel Roca
1995 Misc conf
An approach to dynamic power consumption current testing of CMOS ICs.
VTS
Jaume A. Segura, Miquel Roca, Diego Mateo, Antonio Rubio
1995 J jnl
Current testability analysis of feedback bridging faults in CMOS circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Miquel Roca, Antonio Rubio