Miquel Roca

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 25

Top Topics

Parallel Implementation

Statistical Pattern Recognition

Top Venues

Publications

Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vincent Canals, Miquel Roca
Highly Optimized Hardware Morphological Neural Network Through Stochastic Computing and Tropical Pruning. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Alejandro Morán, Luis Parrilla, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals
Digital Implementation of Radial Basis Function Neural Networks Based on Stochastic Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Josep L. Rosselló, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Erik S. Skibinsky-Gitlin, Vicent Canals, Miquel Roca
Hardware Implementation of Stochastic Computing-based Morphological Neural Systems. ISCAS (2022)
Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Christiam F. Frasser, Alejandro Morán, Vicens Canals, Miquel Roca, Josep L. Rosselló
Improving efficiency of a Stochastic Computing-based Morphological Neural Network. DCIS (2022)
Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christian F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning. DCIS (2021)
Christiam F. Frasser, Pablo Linares-Serrano, Alejandro Morán, Joan Font-Rosselló, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
Exploiting Correlation in Stochastic Computing based Deep Neural Networks. DCIS (2021)
Rodrigo Picos, M. A. Calafat, Kay Suenaga, Sebastià A. Bota, Miquel Roca, Eugeni Isern, Enrique García-Moreno
A Bulk-Controlled Low-Voltage CMOS Quadrature Oscillator. CoRR (2021)
Alejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals
SoC Kohonen Maps Based on Stochastic Computing. IJCNN (2020)
Miquel L. Alomar, Erik S. Skibinsky-Gitlin, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló
Efficient parallel implementation of reservoir computing systems. Neural Comput. Appl. 32 (7) (2020)
Alejandro Morán, Christiam F. Frasser, Miquel Roca, Josep L. Rosselló
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata. IEEE Trans. Computers 69 (3) (2020)
Christiam F. Frasser, Carola de Benito, Vincent Canals, Miquel Roca, Pedro J. Ballester, Josep L. Rosselló
Stochastic-based Neural Network hardware acceleration for an efficient ligand-based virtual screening. CoRR (2020)
Alejandro Morán, Vincent Canals, Miquel Roca, Eugeni Isern, Josep L. Rosselló
FPGA Implementation of Random Vector Functional Link Networks based on Elementary Cellular Automata. DCIS (2020)
Christiam F. Frasser, Pablo Linares-Serrano, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
Fully-parallel Convolutional Neural Network Hardware. CoRR (2020)
Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló
Compact Hardware Synthesis of Stochastic Spiking Neural Networks. Int. J. Neural Syst. 29 (8) (2019)
Carol de Benito, Mohamad Moner Al Chawa, Miquel Roca, Rodrigo Picos, S. G. Stravinides
Self-learning perceptron using a digital memristor emulator. MOCAST (2019)
Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló
Stochastic Radial Basis Neural Networks. PATMOS (2019)
Alejandro Morán, Josep L. Rosselló, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Vincent Canals
Self-Organizing Maps hybrid Implementation Based on Stochastic Computing. DCIS (2019)
Mohamad Moner Al Chawa, Carol de Benito, Miquel Roca, Rodrigo Picos, Stavros G. Stavrinides
Design and implementation of passive memristor emulators using a charge-flux approach. ISCAS (2018)
Oscar Camps, Mohamad Moner Al Chawa, Carol de Benito, Miquel Roca, Stavros G. Stavrinides, Rodrigo Picos, Leon O. Chua
A Purely Digital Memristor Emulator based on a Flux-Charge Model. ICECS (2018)
Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Eugeni Isern, Miquel Roca, Vincent Canals, Josep L. Rosselló
Reservoir Computing Hardware for Time Series Forecasting. PATMOS (2018)
Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló
Cyclic Reservoir Computing with FPGA Devices for Efficient Channel Equalization. ICAISC (1) (2018)
Carol de Benito, Mohamad Moner Al Chawa, Josep L. Rosselló, Miquel Roca, Rodrigo Picos, Ioannis Messaris, Spiridon Nikolaidis
An analytical delay model for ReRAM memory cells. PATMOS (2017)
Vicent Canals, Christiam F. Frasser, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Miquel Roca, Eugeni Isern, Víctor Martínez-Moll, Eugeni García-Moreno, Josep L. Rosselló
Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 24 (4) (2017)
Eugeni Isern, Miquel Roca, Tiziana Margaria
Foreword. DTIS (2017)
Joan Cesari, Álvaro Pineda, Salvatore Danzeca, Alessandro Masi, Markus Brugger, Maria Del Mar Fernandez, Eugeni Isern, Miquel Roca, Eugeni García-Moreno
Analysis of two different charge injector candidates for an on-chip Floating Gate recharging system. DTIS (2017)
Jesús Sánchez, José Miguel Gil-García, José Antonio Sainz, Miquel Roca, Eugeni Isern
Method to evaluate energy saving techniques in data buses. PATMOS (2014)
Joan Font, Eugeni Isern, Miquel Roca, Rodrigo Picos, Eugeni García-Moreno
A new on-line bandwidth tuning approach for biquad OTA-C filters. Microelectron. J. 45 (8) (2014)
Rodrigo Picos, Eugeni García-Moreno, Miquel Roca, Benjamín Iñíguez, Magali Estrada, Antonio Cerdeira
Optimised design of an organic thin-film transistor amplifier using the gm/ID methodology. IET Circuits Devices Syst. 6 (2) (2012)
Joan Font-Rosselló, Eugeni Isern, Miquel Roca, Rodrigo Picos, Miquel Font-Rosselló, Eugeni García-Moreno
Band-Pass Filter Design with Diagnosis Facilities Based on Predictive Techniques. J. Electron. Test. 27 (6) (2011)
Kay Suenaga, Eugeni Isern, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni García-Moreno
Application of Predictive Oscillation-Based Test to a CMOS OpAmp. IEEE Trans. Instrum. Meas. 59 (8) (2010)
Luz Balado, Emili Lupon, Joan Figueras, Miquel Roca, Eugeni Isern, Rodrigo Picos
Verifying Functional Specifications by Regression Techniques on Lissajous Test Signatures. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2009)
Kay Suenaga, Sebastià A. Bota, Rodrigo Picos, Eugeni Isern, Miquel Roca, Eugeni García-Moreno
Predictive Test Technique for Diagnosis of RF CMOS Receivers. VTS (2009)
Eugeni García-Moreno, Kay Suenaga, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni Isern
Predictive test strategy for CMOS RF mixers. Integr. 42 (1) (2009)
Kay Suenaga, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni Isern, Eugenio García
A Module for BiST of CMOS RF Receivers. J. Electron. Test. 23 (6) (2007)
Rodrigo Picos, Oscar Calvo, Miquel Roca, Eugenio García-Moreno, Miron Abramovici
Improved Fault Detection Using a Charge Monitor. LATW (2006)
Rodrigo Picos, Miquel Roca, Eugeni Isern, Sebastià A. Bota, Eugenio García
On-line Monitoring Capabilities of Oscillation Test Techniques: Results Demonstration in an OTA. IOLTS (2004)
Eugeni Isern, Miquel Roca, Francesc Moll
Analysis of the Contribution of Interconnect Effects in the Energy Dissipation of VLSI Circuits. PATMOS (2003)
Joan Font, J. Ginard, Rodrigo Picos, Eugeni Isern, Jaume Segura, Miquel Roca, Eugenio García
A BICS for CMOS OpAmps by Monitoring the Supply Current Peak. J. Electron. Test. 19 (5) (2003)
Francesc Moll, Miquel Roca, Eugeni Isern
Analysis of dissipation energy of switching digital CMOS gates with coupled outputs. Microelectron. J. 34 (9) (2003)
Joan Font, Rodrigo Picos, Miquel Roca, Eugeni Isern, Eugeni García-Moreno
A new BICS for CMOS operational amplifiers by using oscillation test techniques. Microelectron. J. 34 (10) (2003)
Rodrigo Picos, Joan Font, Eugeni Isern, Miquel Roca, Eugenio García
A Configurable Built in Current Sensor for Mixed Signal Circuit Testing. IOLTS (2003)
Ivan de Paúl, Miquel Roca, Oscar Calvo, Raul Velazco
SEU fault injection in simulation environments: example of VHDL configuration on FPGA device. LATW (2002)
Joan Font, J. Ginard, Eugeni Isern, Miquel Roca, Jaume Segura, Eugenio García
A BICS for CMOS Opamps by Monitoring the Supply Current Peak. IOLTW (2002)
J. A. Sainz, R. Muñoz, J. A. Maiz, L. A. Aguado, Miquel Roca
A Crosstalk Sensor Implementation for Measuring Interferences in Digital CMOS VLSI Circuits. IOLTW (2000)
Rodrigo Picos, J. Colom, Miquel Roca, Eugeni Isern, Jaume Segura, Oscar Calvo, Eugenio García-Moreno
Transient Current Monitoring Using a Current-to-Frequency Converter. LATW (2000)
Rodrigo Picos, Miquel Roca, Eugeni Isern, Jaume Segura, Eugeni García-Moreno
Experimental Results on BIC Sensors for Transient Current Testing. J. Electron. Test. 16 (3) (2000)
Eugeni Isern, Miquel Roca, Jaume Segura
Analyzing the Need for ATPG Targeting GOS Defects. VTS (1999)
Rodrigo Picos, Miquel Roca, Eugeni Isern, Jaume Segura, Enrique García-Moreno
Experimental results on BIC sensors for transient current testing. ETW (1999)
Oscar Calvo, Miquel Roca
Low-Power Fully-Testable Flow Meter in CMOS ASIC. SBCCI (1998)
Eugeni García-Moreno, Benjamín Iñíguez, Miquel Roca, Jaume Segura, Eugeni Isern
Clocked Dosimeter Compatible with Digital CMOS Technology. J. Electron. Test. 12 (1-2) (1998)
O. Calvo, M. González, C. Romero, Enrique García-Moreno, Eugeni Isern, Miquel Roca, Jaume Segura
Integrated Cmos Linear Dosimeter. SBCCI (1998)
Jaume A. Segura, Miquel Roca, Diego Mateo, Antonio Rubio
An approach to dynamic power consumption current testing of CMOS ICs. VTS (1995)
Miquel Roca, Antonio Rubio
Current testability analysis of feedback bridging faults in CMOS circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 14 (10) (1995)