Overview
Current
Research engineer at Imec
Background
Staff research engineer at Arm
Post-doc electronic systems engineer at the Integrated Systems Laboratory, UPM
PhD. in Electronic Systems Engineering, Universidad Politécnica de Madrid
MSc in Electronic Systems Engineering, from the Universidad Politécnica de Madrid
5-year Engineering degree (B.S. + MSc) in Telecommunications,
with a major in Electronics from the Universidad Politécnica de Madrid.
Main Research Lines
HW aware Machine Learning algorithm optimization: constraint HW and algorithms for TinyML
Emerging devices and Non-volatile memories modeling and simulation: MRAM, Memristor/RRAM
Computing-in-memory architectures based on memristive crossbars: HW/SW co-design
Intermittent Computing Systems: AMS design of system submodules, design and implementation of power and operation control unit, IC embedded software, testing platform design
IP generation and dissemination
Research Profiles
Google Scholar
Orcid 0000-0001-7090-8821
GitHub
Research Gate
IEEEXplore
NVM Modeling & Circuit Open-Sourced Resources
Main repositories page at GitHub.
- MRAM Simulation Framework Verilog-a compact model, Stochastic differential solver for MRAM simulation and stochastic studies.
- VLSI Memristor/RRAM SPICE Compact Model SPICE and Spectre model of unipolar and bipolar memristors, considering endurance and variability.
- Circuit Reliability Framework Reliability oriented framework for the characterization of CMOS/RRAM hybrid circuits.
- Memristor Application Framework Framework for the characterization and use of memristor compact models.
- Memristor Application Framework (Legacy) Framework for the characterization and use of memristor compact models. SMACD_2012 version.
Google Scholar Stats
Journals, International Conferences and Patents
Ordered by citing relevance. Order by year
SPICE compact modeling of bipolar/unipolar memristor switching governed by electrical thresholds
F Garcia-Redondo, RP Gowers, A Crespo-Yepes, M López-Vallejo, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 63 (8), 1255-1264, 2016
Citations: 66
2016
Applications of computation-in-memory architectures based on memristive devices
S Hamdioui, HA Du Nguyen, M Taouil, A Sebastian, M Le Gallo, S Pande, ...
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 486-491, 2019
Citations: 35
2019
Building Memristor Applications: From Device Model to Circuit Design
F Garcia-Redondo, M López-Vallejo, P Ituero
IEEE Transactions on Nanotechnology 13 (6), 1154 - 1162, 2014
Citations: 23
2014
27.2 M0N0: A performance-regulated 0.8-to-38MHz DVFS ARM cortex-M33 SIMD MCU with 10nW sleep power
P Prabhat, B Labbe, G Knight, A Savanth, J Svedas, MJ Walker, S Jeloka, ...
2020 IEEE International Solid-State Circuits Conference-(ISSCC), 422-424, 2020
Citations: 21
2020
Evolution of radiation-induced soft errors in FinFET SRAMs under process variations beyond 22nm
P Royer, F Garcia-Redondo, M Lopez-Vallejo
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale …, 2015
Citations: 13
2015
AnalogNets: ML-HW co-design of noise-robust TinyML models and always-on analog compute-in-memory accelerator
C Zhou, FG Redondo, J Büchel, I Boybat, XT Comas, SR Nandakumar, ...
arXiv preprint arXiv:2111.06503, 2021
Citations: 12
2021
Self-controlled multilevel writing architecture for fast training in neuromorphic RRAM applications
F García-Redondo, M López-Vallejo
Nanotechnology 29 (40), 405203, 2018
Citations: 12
2018
On the design and analysis of reliable RRAM-CMOS hybrid circuits
F Garcia-Redondo, M López-Vallejo
IEEE Transactions on Nanotechnology 16 (3), 514-522, 2017
Citations: 10
2017
Reconfigurable writing architecture for reliable RRAM operation in wide temperature ranges
F García-Redondo, P Royer, M López-Vallejo, H Aparicio, P Ituero, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25 (4 …, 2016
Citations: 10
2016
A CAD framework for the characterization and use of memristor models
F García-Redondo, M López-Vallejo, P Ituero, CL Barrio
2012 International Conference on Synthesis, Modeling, Analysis and …, 2012
Citations: 10
2012
A time-domain current-mode mac engine for analogue neural networks in flexible electronics
M Douthwaite, F García-Redondo, P Georgiou, S Das
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019
Citations: 9
2019
Advanced integration of variability and degradation in RRAM SPICE compact models
F García-Redondo, M López-Vallejo, CL Barrio
2017 14th International Conference on Synthesis, Modeling, Analysis and …, 2017
Citations: 8
2017
Ml-hw co-design of noise-robust tinyml models and always-on analog compute-in-memory edge accelerator
C Zhou, FG Redondo, J Büchel, I Boybat, XT Comas, SR Nandakumar, ...
IEEE Micro 42 (6), 76-87, 2022
Citations: 6
2022
Training dnn iot applications for deployment on analog nvm crossbars
F García-Redondo, S Das, G Rosendale
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
Citations: 4
2020
A thermal adaptive scheme for reliable write operation on RRAM based architectures
F Garcia-Redondo, M Lopez-Vallejo, P Ituero
2015 33rd IEEE International Conference on Computer Design (ICCD), 367-374, 2015
Citations: 4
2015
A Compact Model for Scalable MTJ Simulation
F Garcia-Redondo, P Prabhat, M Bhargava, C Dray
SMACD/PRIME 2021; International Conference on SMACD and 16th Conference on …, 2021
Citations: 3
2021
A tool for the automatic analysis of single events effects on electronic circuits
F García-Redondo, M López-Vallejo, P Royer, J Agustín
2014 5th European Workshop on CMOS Variability (VARI), 1-6, 2014
Citations: 3
2014
The tractability index of memristive circuits: branch‐oriented and tree‐based models
F García‐Redondo, R Riaza
Mathematical Methods in the Applied Sciences 35 (14), 1659-1669, 2012
Citations: 3
2012
Temperature sensor placement including routing overhead and sampling inaccuracies
P Ituero, F Garcia-Redondo, M Lopez-Vallejo
2012 International Conference on Synthesis, Modeling, Analysis and …, 2012
Citations: 3
2012
Non-volatile memory-based compact mixed-signal multiply-accumulate engine
S Das, M Mattina, GA Rosendale, FG Redondo
US Patent App. 16/451,205, 2020
Citations: 2
2020
Auto-erasable RRAM architecture secured against physical and firmware attacks
F García-Redondo, M López-Vallejo
IEEE Transactions on Circuits and Systems I: Regular Papers 65 (5), 1581-1590, 2017
Citations: 2
2017
Reliable design methodology: The combined effect of radiation, variability and temperature
F García-Redondo, M López-Vallejo, H Aparicio, P Ituero
2016 13th International Conference on Synthesis, Modeling, Analysis and …, 2016
Citations: 2
2016
SACA: System-level Analog CIM Accelerators Simulation Framework: Accurate Simulation of Non-Ideal Components
GR Fernando, BG Ali, V Kanishkan, C Henk, D Shidhartha
2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS), 01-06, 2022
Citations: 1
2022
Devices and methods for controlling write operations
FG Redondo, S Das, GA Rosendale, GMN Lattimore, M Bhargava
US Patent 11,423,985, 2022
Citations: 1
2022
Refactoring MAC Computations for Reduced Programming Steps
M Mattina, S Das, GA Rosendale, FG Redondo
US Patent App. 16/556,101, 2021
Citations: 1
2021
Characterization of analog modules: Reliability analyses of radiation, temperature and variations effects
F García-Redondo, H Aparicio, M López-Vallejo, P Ituero, C López-Barrio
2016 Conference on Design of Circuits and Integrated Systems (DCIS), 1-5, 2016
Citations: 1
2016
Taxonomy of power supply monitors and integration challenges
P Ituero, M Lopez-Vallejo, H Aparicio, F Garcia-Redondo
2016 IEEE 21st International Mixed-Signal Testing Workshop (IMSTW), 1-6, 2016
Citations: 1
2016
Web-based integrated environment for self-learning electronics: the analog and digital laboratory at home
A Fernández-Herrero, P Ituero, M López-Vallejo, FG Redondo
Fourth International Conference on the Applications of Digital Information …, 2011
Citations: 1
2011
Conductance Mapping Technique for Neural Networks
FG Redondo, M Bhargava, PN Whatmough, S Das
US Patent App. 17/689,755, 2023
2023
AR-PIM: An Adaptive-Range Processing-in-Memory Architecture
T Chou, F Garcia-Redondo, P Whatmough, Z Zhang
2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023
2023
Systems and methods of power management
JE Myers, P Prabhat, MJ Walker, PAK Savanth, FG Redondo
US Patent 11,714,564, 2023
2023
System-on-a-chip testing for energy harvesting devices
FG Redondo, JE Myers, PAK Savanth, P Prabhat, GD Carpenter
US Patent App. 17/363,809, 2023
2023
Memory device with on-chip sacrificial memory cells
FG Redondo, M Bhargava, P Prabhat, S Jeloka
US Patent 11,521,680, 2022
2022
SACA: System-level Analog CIM Accelerators Simulation Framework: Architecture and Cycle-accurate System-to-device Simulator
V Kanishkan, GR Fernando, BG Ali, C Henk, D Shidhartha
2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS), 01-06, 2022
2022
Neural network architecture
M Eyole, S Das, FG Redondo
US Patent 11,501,150, 2022
2022
Memory for Artificial Neural Network Accelerator
TA Chou, M Bhargava, S Jeloka, FG Redondo, PN Whatmough
US Patent App. 17/242,721, 2022
2022
Refactoring Mac Operations
M Mattina, S Das, GA Rosendale, FG Redondo
US Patent App. 17/674,503, 2022
2022
Non-Volatile Memory Accelerator for Artificial Neural Networks
FG Redondo, S Das, PN Whatmough, GA Rosendale
US Patent App. 17/036,490, 2022
2022
–17 dBm Differential charge pump EPC Gen2 UHF RFID demodulator for 9 dB receive sensitivity boost
A Savanth, P Fan, S Gamage, T Achuthan, F Garcia-Redondo
2021 IEEE Asian Solid-State Circuits Conference (A-SSCC), 1-3, 2021
2021
A Fokker-Planck Solver to Model MTJ Stochasticity
F García-Redondo, P Prabhat, M Bhargava
ESSDERC 2021-IEEE 51st European Solid-State Device Research Conference …, 2021
2021
Diseño de circuitos integrados
F García Redondo
2017
Resistive RAM: simulation and modeling for reliable design
FG Redondo
Universidad Politécnica de Madrid, 2017
2017
Resistive RAM: simulation and modeling for reliable design
F García Redondo
Telecomunicacion, 2017
2017
Four-injector variability modeling of FinFET predictive technology models
P Royer, M López-Vallejo, FG Redondo, CAL Barrio
2014 5th European Workshop on CMOS Variability (VARI), 1-6, 2014
2014
Improvement of Radar Capabilities by Reconfigurable Digital Signal Processing
F García-Redondo, V Iglesias, MA Sánchez, J Grajal, M López-Vallejo, ...
Conference on Design of Circuits and Integrated Systems, 2013
2013
Model Validation and Simulation Framework for Novel Nanometer Devices
F García-Redondo, M López-Vallejo, P Ituero, CL Barrio
Conference on Design of Circuits and Integrated Systems (DCIS), 2012
2012
Memory Design 10T SRAM Using Half-VDD Precharge and Row-Wise Dynamically Powered Read Port for Low Switching Power and Ultralow RBL Leakage …
R Appeltans, P Raghavan, GS Kar, A Furnémont, L Van der Perre, ...
PhD. Thesis
Resistive RAM: Simulation and Modeling for Reliable Design
Fernando García Redondo
Advised by Marisa López-Vallejo. DOI: 10.20868/UPM.thesis.46845. Department of Electronic Engineering. Universidad Politécnica of Madrid
June. 2017
Master Thesis
Design and Implementation of a Simulation Framework for Circuits Using Memristors
Fernando García Redondo
Dept. Electronic Engineering and Department Applid Mathematics for Information Technology. Universidad Politécnica de Madrid.
Feb. 2012