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ORCIDMiquel Roca 0001
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- affiliation: University of the Balearic Islands, Department of Industrial Engineering and Construction, Palma, Spain
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Journal Articles
- 2023
[j21]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): 249-256 (2023)- [j20]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): 257-269 (2023) - [j19]Alejandro Morán Costoya, Luís Parrilla Roure, Miquel Roca, Joan Font-Rosselló, Eugeni Isern, Vincent Canals:
Corrections to "Digital implementation of Radial Basis Function Neural Networks Based on Stochastic Computing". IEEE J. Emerg. Sel. Topics Circuits Syst. 13(3): 871 (2023) - [j18]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:
Fully Parallel Stochastic Computing Hardware Implementation of Convolutional Neural Networks for Edge Computing Applications. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10408-10418 (2023) - 2020
- [j17]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): 2299-2313 (2020) - [j16]Alejandro Morán, Christiam F. Frasser, Miquel Roca, Josep L. Rosselló:
Energy-Efficient Pattern Recognition Hardware With Elementary Cellular Automata. IEEE Trans. Computers 69(3): 392-401 (2020) - 2019
- [j15]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): 1950004:1-1950004:13 (2019) - 2017
- [j14]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:
Noise tolerant probabilistic logic for statistical pattern recognition applications. Integr. Comput. Aided Eng. 24(4): 351-365 (2017) - 2014
- [j13]Joan Font, Eugeni Isern, Miquel Roca, Rodrigo Picos, Eugenio García-Moreno:
A new on-line bandwidth tuning approach for biquad OTA-C filters. Microelectron. J. 45(8): 1053-1060 (2014) - 2012
- [j12]Rodrigo Picos, Eugenio 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): 136-140 (2012) - 2011
- [j11]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): 685-696 (2011) - 2010
- [j10]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): 2076-2082 (2010) - 2009
- [j9]Eugenio García-Moreno, Kay Suenaga, Rodrigo Picos, Sebastià A. Bota, Miquel Roca, Eugeni Isern:
Predictive test strategy for CMOS RF mixers. Integr. 42(1): 95-102 (2009) - [j8]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. 56-I(4): 754-762 (2009) - 2007
- [j7]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): 605-612 (2007) - 2003
- [j6]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): 597-603 (2003) - [j5]Francesc Moll, Miquel Roca, Eugeni Isern:
Analysis of dissipation energy of switching digital CMOS gates with coupled outputs. Microelectron. J. 34(9): 833-842 (2003) - [j4]Joan Font, Rodrigo Picos, Miquel Roca, Eugeni Isern, Eugenio García-Moreno:
A new BICS for CMOS operational amplifiers by using oscillation test techniques. Microelectron. J. 34(10): 919-926 (2003) - 2000
- [j3]Rodrigo Picos, Miquel Roca, Eugeni Isern, Jaume Segura, Eugenio García-Moreno:
Experimental Results on BIC Sensors for Transient Current Testing. J. Electron. Test. 16(3): 235-241 (2000) - 1998
- [j2]Eugenio García-Moreno, Benjamín Iñíguez, Miquel Roca, Jaume Segura, Eugeni Isern:
Clocked Dosimeter Compatible with Digital CMOS Technology. J. Electron. Test. 12(1-2): 101-110 (1998) - 1995
- [j1]Miquel Roca, Antonio Rubio:
Current testability analysis of feedback bridging faults in CMOS circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 14(10): 1299-1305 (1995)
Conference and Workshop Papers
- 2023
- [c35]Christiam F. Frasser, Alejandro Morán, Vincent Canals, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló:
Approximate arithmetic aware training for stochastic computing neural networks. DCIS 2023: 1-6 - [c34]Fabio Galán-Prado, Joan Font-Rosselló, Miquel Roca, Josep L. Rosselló:
Stochastic Computing-based on-chip Training Circuitry for Reservoir Computing Systems. DCIS 2023: 1-6 - [c33]Josep Genovard-Oliver, Maria Frontera-Bergas, Miguel Vinaixa-Fernández, Bartomeu Oliver-Riera, Jaume Ramis-Bibiloni, Eugeni Isern, Miquel Roca, Bartomeu Alorda-Ladaria:
Monitoring Medicine Quality Conservation: An IoT-Based Platform Design. ISNCC 2023: 1-8 - [c32]Maria Frontera-Bergas, Bartomeu Oliver-Riera, Josep Genovard-Oliver, Miguel Vinaixa-Fernández, Eugeni M. Isern-Riutort, Jaume Ramis-Bibiloni, Miquel J. Roca-Adrover, Bartomeu Alorda-Ladaria:
Sensor node design and evaluation for quality assurance of drugs. NEWCAS 2023: 1-2 - 2022
- [c31]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: 1-6 - [c30]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: 356-360 - 2021
- [c29]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: 1-6 - [c28]Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christiam 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: 1-6 - 2020
- [c27]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: 1-6 - [c26]Alejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals:
SoC Kohonen Maps Based on Stochastic Computing. IJCNN 2020: 1-7 - 2019
- [c25]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: 1-6 - [c24]Carol de Benito, Mohamad Moner Al Chawa, Miquel Roca, Rodrigo Picos, S. G. Stravinides:
Self-learning perceptron using a digital memristor emulator. MOCAST 2019: 1-4 - [c23]Fabio Galán-Prado, Alejandro Morán, Joan Font, Miquel Roca, Josep L. Rosselló:
Stochastic Radial Basis Neural Networks. PATMOS 2019: 145-149 - 2018
- [c22]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: 226-234 - [c21]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: 565-568 - [c20]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: 1-5 - [c19]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: 133-139 - 2017
- [c18]Joan Cesari, Álvaro Pineda, Salvatore Danzeca, Alessandro Masi, Markus Brugger, Maria Del Mar Fernandez, Eugeni Isern, Miquel Roca, Eugenio García-Moreno:
Analysis of two different charge injector candidates for an on-chip Floating Gate recharging system. DTIS 2017: 1-6 - [c17]Eugeni Isern, Miquel Roca, Tiziana Margaria:
Foreword. DTIS 2017: ix - [c16]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: 1-6 - 2014
- [c15]Jesús Sánchez, José Miguel Gil-García, José Antonio Sainz, Miquel Roca, Eugeni Isern:
Method to evaluate energy saving techniques in data buses. PATMOS 2014: 1-7 - 2009
- [c14]Kay Suenaga, Sebastià A. Bota, Rodrigo Picos, Eugeni Isern, Miquel Roca, Eugenio García-Moreno:
Predictive Test Technique for Diagnosis of RF CMOS Receivers. VTS 2009: 129-133 - 2006
- [c13]Rodrigo Picos, Oscar Calvo, Miquel Roca, Eugenio García-Moreno:
Improved Fault Detection Using a Charge Monitor. LATW 2006: 19-24 - 2004
- [c12]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: 179 - 2003
- [c11]Rodrigo Picos, Joan Font, Eugeni Isern, Miquel Roca, Eugenio García:
A Configurable Built in Current Sensor for Mixed Signal Circuit Testing. IOLTS 2003: 167 - [c10]Eugeni Isern, Miquel Roca, Francesc Moll:
Analysis of the Contribution of Interconnect Effects in the Energy Dissipation of VLSI Circuits. PATMOS 2003: 481-490 - 2002
- [c9]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: 94-98 - [c8]Ivan de Paúl, Miquel Roca, Oscar Calvo, Raul Velazco:
SEU fault injection in simulation environments: example of VHDL configuration on FPGA device. LATW 2002: 114-119 - 2000
- [c7]José Antonio 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: 45-51 - [c6]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: 54-58 - 1999
- [c5]Rodrigo Picos, Miquel Roca, Eugeni Isern, Jaume Segura, Eugenio García-Moreno:
Experimental results on BIC sensors for transient current testing. ETW 1999: 46-50 - [c4]Eugeni Isern, Miquel Roca, Jaume Segura:
Analyzing the Need for ATPG Targeting GOS Defects. VTS 1999: 420-425 - 1998
- [c3]Oscar Calvo, M. González, C. Romero, Eugenio García-Moreno, Eugeni Isern, Miquel Roca, Jaume Segura:
Integrated Cmos Linear Dosimeter. SBCCI 1998: 78-81 - [c2]Oscar Calvo, Miquel Roca:
Low-Power Fully-Testable Flow Meter in CMOS ASIC. SBCCI 1998: 171-174 - 1995
- [c1]Jaume A. Segura, Miquel Roca, Diego Mateo, Antonio Rubio:
An approach to dynamic power consumption current testing of CMOS ICs. VTS 1995: 95-100
Informal and Other Publications
- 2021
- [i3]Rodrigo Picos, M. A. Calafat, Kay Suenaga, Sebastià A. Bota, Miquel Roca, Eugeni Isern, Eugenio García-Moreno:
A Bulk-Controlled Low-Voltage CMOS Quadrature Oscillator. CoRR abs/2103.15216 (2021) - 2020
- [i2]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 abs/2006.02505 (2020) - [i1]Christiam F. Frasser, Pablo Linares-Serrano, Vicent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló:
Fully-parallel Convolutional Neural Network Hardware. CoRR abs/2006.12439 (2020)
Coauthor Index
aka: Vincent Canals
aka: Joan Font
aka: Eugeni García-Moreno
aka: Eugeni M. Isern-Riutort
aka: Alejandro Morán Costoya
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