Publications

 

2023

Journals

1. PACOSYT: A Passive Component Synthesis Tool Based on Machine Learning and Tailored Modeling Strategies Towards Optimal RF and mm-Wave Circuit Designs

F. Passos, N. Lourenço, E. Roca, R. Martins, R. Castro-Lopez, N. Horta and F.V. Fernandez , IEEE Journal of Microwaves, vol. 3, no. 2, pp. 599-613, April 2023.

DOI: doi.org/10.1109/JMW.2023.3237260

 

2. Experimental Demonstration of Coupled Differential Oscillator Networks for Versatile Applications

M. Jiménez, J. Núñez, J. Shamsi, B. Linares-Barranco and M.J. Avedillo, Frontiers in Neuroscience, Neuromorphic Engineering, vol. 17, 2023.

DOI: doi.org/10.3389/fnins.2023.1294954

 

3. Learning Algorithms for Oscillatory Neural Networks as Associative Memory for Pattern Recognition

M. Jiménez, M.J. Avedillo, B. Linares-Barranco and J. Núñez, Frontiers in Neuroscience, Neuromorphic Engineering, vol. 17, 2023.

DOI: doi.org/10.3389/fnins.2023.1257611

 

4. Operating Coupled VO2-based Oscillators for Solving Ising Models

M.J. Avedillo, M. Jiménez, C. Delacour, A. Todri-Sanial, B. Linares-Barranco and J. Núñez, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 13, no. 4, pp. 901-913, December 2023.

DOI: doi.org/10.1109/JETCAS.2023.3328887

 

5. Effect of Device Mismatches in Differential Oscillatory Neural Networks

J. Shamsi, M.J. Avedillo, B. Linares-Barranco and T. Serrano-Gotarredona. IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 70, no. 2, pp 872-883, 2023.

DOI: doi.org/10.1109/TCSI.2022.3221540

 

 

International Conferences

1. Characterizing BTI and HCD in 1.2 V 65nm CMOS Oscillators made from Combinational Standard Cells and Processor Logic Paths

V.M. van Santen, J.M. Gata-Romero, J. Nunez, R. Castro-Lopez, E. Roca, H. Amrouch,  Proceedings International Reliability Physics Symposium (IRPS), 2023.

 

2. Challenges and solutions to the defect-centric modeling and circuit simulation of time-dependent variability

J. Martin-Martinez, J. Diaz-Fortuny, P. Saraza-Canflanca, R. Rodriguez, R. Castro-Lopez, E. Roca, F.V. Fernandez, M.Nafria,  Proceedings International Reliability Physics Symposium (IRPS), 2023. (Invited paper)

 

3. A Test Module for Aging Characterization of Digital Circuits

J.M. Gata-Romero, A. Santana-Andreo, E. Roca, R. Castro-Lopez and F.V. Fernandez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), 2023.

 

4. Strategies for parameter extraction of the time constant distribution of time-dependent variability models for nanometer-scale devices

F.V. Fernandez, E. Roca, P. Sarazá, J. Martin-Martinez, R. Rodriguez, M. Nafria, R. Castro-Lopez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD),  2023.

 

5. A Peak Detect & Hold circuit to measure and exploit RTN in a 65-nm CMOS PUF

F.J. Rubio-Barbero, E. Camacho-Ruiz, R. Castro-Lopez, E. Roca and F.V. Fernandez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), 2023.

 

6. A detailed, cell-by-cell look into the effects of aging on an SRAM PUF using a specialized test array

A. Santana-Andreo, P. Saraza-Canflanca, H. Carrasco-Lopez, R. Castro-Lopez, E. Roca and F.V. Fernandez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), 2023.

 

7. Reliability evaluation of IC Ring Oscillator PUFs

J.M. Gata-Romero, E. Roca, J. Núñez, R. Castro-López and F.V. Fernandez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), 2023.

 

8. Design considerations for a CMOS 65-nm RTN-based PUF

E. Camacho-Ruiz, FJ.. Rubio-Barbero, R. Castro-Lopez, E. Roca and F.V. Fernandez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), 2023.

 

9. Exploitation of Subharmonic Injection Locking for Solving Combinatorial Optimization Problems with Coupled Oscillators using VO2 based devices

J. Núñez, M.J. Avedillo and M. Jiménez,  Proceedings International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), 2023.

 

10. Energy-efficient Brain-inspired Oscillatory Neural Networks using Phase-Transition Material

M. Jiménez, B. Linares-Barranco, M.J. Avedillo and J. Núñez. Workshop on Deep Learning meets Neuromorphic Hardware. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ECML PKDD 2023.

 

11. Experimental Demonstration of Associative Memory in Coupled Differential Oscillator Networks

M. Jiménez, J. Núñez, J. Shamsi, B. Linares-Barranco and M.J. Avedillo. Proceedings XXXVIII Conference on Design of Circuits and Integrated Systems DCIS 2023.

 

12. Novel Iterative Hebbian Learning Rule for Oscillatory Associative Memory

M. Jiménez, M.J. Avedillo, B. Linares-Barranco and J. Núñez. Proceedings XXXVIII Conference on Design of Circuits and Integrated Systems DCIS 2023.