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Author profile at the institutional portal

Otero Marnotes, Jose Andres joseandres.otero@upm.es

AUTOMÁTICA, INGENIERÍA ELÉCTRICA Y ELECTRÓNICA E INFORMÁTICA INDUSTRIAL / Universidad Politécnica de Madrid

Publications

Leveraging Incremental Machine Learning for Reconfigurable Systems Modeling under Dynamic Workloads

  • Encinas, Juan
  • Rodriguez, Alfonso
  • Otero, Andres

Acm Transactions On Reconfigurable Technology And Systems (p. 15-27) - 1/1/2025

10.1145/3715154 View at source

  • ISSN 19367406

Data-driven modeling of reconfigurable multi-accelerator systems under dynamic workloads

  • Encinas, J
  • Rodríguez, A
  • Otero, A
  • de la Torre, E

Microprocessors And Microsystems - 1/6/2024

10.1016/j.micpro.2024.105050 View at source

  • ISSN 01419331

A Deep Learning Approach for Fear Recognition on the Edge based on Two-dimensional Feature Maps

  • Sun, JJ
  • Portilla, J
  • Otero, A

Ieee Journal Of Biomedical And Health Informatics (p. 3973-3984) - 1/1/2024

10.1109/jbhi.2024.3392373 View at source

  • ISSN 21682208

Surface mass balance monitoring of the peripheral glaciers of the Antarctic Peninsula in the context of regional climate change

  • Navarro, Francisco
  • Recio-Blitz, Cayetana
  • Rodriguez-Cielos, Ricardo
  • Otero, Jaime
  • Shahateet, Kaian
  • De Andres, Eva
  • Corcuera, Maria I
  • Letamendia, Unai
  • Munoz-Hermosilla, Jose M
... View more Collapse

Annals Of Glaciology (p. 1-6) - 27/4/2023

10.1017/aog.2023.18 View at source

  • ISSN 02603055

Dynamically reconfigurable variable-precision sparse-dense matrix acceleration in Tensorflow Lite

  • Nunez-Yanez, J
  • Otero, A
  • de la Torre, E

Microprocessors And Microsystems - 1/4/2023

10.1016/j.micpro.2023.104801 View at source

  • ISSN 01419331

Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds

  • Wisultschew C
  • Perez A
  • Otero A
  • Mujica G
  • Portilla J

Ieee Sensors Journal (p. 17075-17089) - 1/1/2022

10.1109/jsen.2022.3193060 View at source

  • ISSN 1530437X

Exploiting Hardware-Based Data-Parallel and Multithreading Models for Smart Edge Computing in Reconfigurable FPGAs

  • Rodriguez A
  • Otero A
  • Platzner M
  • De la Torre E

Ieee Transactions On Computers (p. 2903-2914) - 1/1/2022

10.1109/tc.2021.3107196 View at source

  • ISSN 00189340

A Machine Learning-Based Methodology for in-Process Fluid Characterization With Photonic Sensors

  • Marino, R.
  • Otero, A.
  • Quintero, S.
  • Holgado, M.
  • Lanza-Gutierrez, J.M.

Ieee Sensors Journal (p. 26059-26073) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jsen.2021.3118490 View at source

  • ISSN 1530437X
  • ISSN/ISBN 1558-1748

A Machine-Learning-Based Distributed System for Fault Diagnosis with Scalable Detection Quality in Industrial IoT

  • Marino, R.
  • Wisultschew, C.
  • Otero, A.
  • Lanza-Gutierrez, J.M.
  • Portilla, J.
  • Torre, E.D.L.

Ieee Internet Of Things Journal (p. 4339-4352) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jiot.2020.3026211 View at source

  • ISSN 23274662
  • ISSN/ISBN 2327-4662

Multi-grain reconfigurable and scalable overlays for hardware accelerator composition

  • Zamacola R
  • Otero A
  • de la Torre E

Journal Of Systems Architecture - 1/1/2021

10.1016/j.sysarc.2021.102302 View at source

  • ISSN 13837621

This researcher has no books.

Use of Artificial Intelligence as an Enabler for the Implementation of ETCS L3 and Other Innovative Rail Services

  • Parrilla Ayuso F
  • González Delgado JM
  • Giménez Gómez JA
  • Rubio Cañete J
  • Díaz Díaz A
  • Hernandez R
  • Señor J
  • Mujica G
  • Otero A
  • Portilla J
  • Félez J
  • Vaquero Serrano MA
  • Alonso Gómez A
  • Wenning BL
  • Ezquerro G
... View more Collapse

Studies In Computational Intelligence (p. 353-393) - 1/1/2024

10.1007/978-3-031-54049-3_19 View at source

  • ISSN 1860949X

Wireless Sensor Networks: From Real World to System Integration - Alternative Hardware Approaches

  • Portilla J
  • Otero A
  • Rosello V
  • Valverde J
  • Krasteva Y
  • de la Torre E
  • Riesgo T
... View more Collapse

Comprehensive Materials Processing (p. 353-373) - 1/1/2014

10.1016/b978-0-08-096532-1.01313-3 View at source

Run-time scalable architecture for deblocking filtering in H.264/AVC and SVC video codecs

  • Teresa Cervero
  • S. López
  • G. Gallicó
  • OTERO MARNOTES, JOSE ANDRES
  • RIESGO ALCAIDE, TERESA
  • TORRE ARNANZ, EDUARDO DE LA

Embedded Systems Design With Fpgas (p. 173-199) - 1/11/2013

10.1007/978-1-4614-1362-2_8 View at source

Open-Source Elastic CGRA Generator

  • Vázquez, D
  • Rodríguez, A
  • Otero, A

Proceedings Of The 21st Acm International Conference On Computing Frontiers 2024 Workshops And Special Sessions, Cf 2024 Companion (p. 83-86) - 7/5/2024

10.1145/3637543.3652876 View at source

Neuromorphic Technology Insights in Spain

  • Iturbe, X
  • Camuñas-Mesa, L
  • Linares-Barranco, B
  • Serrano-Gotarredona, T
  • González, MB
  • Campabadal, F
  • Margarit-Taulé, JM
  • Serra-Graells, F
  • Terés, L
  • Lanillos, P
  • Lopez, V
  • Bisquert, J
  • Guerrero, A
  • López-Vallejo, M
  • Ituero, P
  • Juarez, E
  • Otero, A
  • Holgado, M
  • Rubio, A
  • Rodríguez, R
  • Picos, R
  • Miranda, E
  • Suñé, J
  • Sort, J
  • Roldan, JB
  • Jiménez, F
  • Dueñas, S
  • Castán, H
  • Cirera, A
  • Marsal, L
  • Basterretxea, K
  • Astarloa, A
  • Barranco, F
  • Linares-Barranco, A
  • Jiménez, A
  • Ollero, A
  • Martinez-de-Dios, JR
  • Goma, R
  • Rodrigues, S
  • Del Ser, J
  • Torres, E
  • Espasa, R
  • Bofill-Petit, A
  • Turchetta, R
  • Goossens, S
  • Vergara, G
  • Jonuzi, T
  • Artundo, I
  • Sainz, U
  • Ruiz, D
  • Gonzalez-Arjona, D
  • Regada, R
  • Pedró, M
  • Aramburu, A
  • Lara-Rapp, O
  • de Arrilucea, JP
  • Terreri, S
  • Fernández, M
  • Ulloa, M
  • Gabarrón, A
... View more Collapse

Proceedings Of The Ieee Conference On Nanotechnology (p. 1-11) - 1/1/2024

10.1109/nano61778.2024.10669907 View at source

  • ISSN 19449380

Negative emotion recognition based on physiological signals using a CNN-LSTM model

  • Sun J
  • Portilla J
  • Otero A

Proceedings - 2024 Ieee International Conference On Bioinformatics And Biomedicine, Bibm 2024 (p. 3736-3741) - 1/1/2024

10.1109/bibm62325.2024.10822762 View at source

Evolutionary FPGA-Based Spiking Neural Networks for Continual Learning

  • Otero, A
  • Sanllorente, G
  • de la Torre, E
  • Nunez-Yanez, J

Lecture Notes In Computer Science (p. 260-274) - 1/1/2023

10.1007/978-3-031-42921-7_18 View at source

  • ISSN 03029743

Just-In-Time Composition of Reconfigurable Overlays

  • Zamacola R
  • Otero A
  • Rodríguez A
  • de la Torre E

Openaccess Series In Informatics - 1/1/2022

10.4230/oasics.parma-ditam.2022.2 View at source

  • ISSN 21906807

A Multi-FPGA Scalable Framework for Deep Reinforcement Learning Through Neuroevolution

  • Laserna J
  • Otero A
  • Torre Edl

Lecture Notes In Computer Science (p. 47-61) - 1/1/2022

10.1007/978-3-031-19983-7_4 View at source

  • ISSN 03029743

Extending RISC-V Processor Datapaths with Multi-Grain Reconfigurable Overlays

  • Vázquez, D
  • Rodríguez, A
  • Otero, A
  • de la Torre, E

Dcis 2022 - Proceedings Of The 37th Conference On Design Of Circuits And Integrated Systems (p. 01-06) - 1/1/2022

10.1109/dcis55711.2022.9970069 View at source

Run-Time Monitoring and ML-Based Modeling in Reconfigurable Multi-Accelerator Systems

  • Encinas J
  • Rodriguez A
  • Otero A
  • De La Torre E

36th Conference On Design Of Circuits And Integrated Systems, Dcis 2021 (p. 94-100) - 1/1/2021

10.1109/dcis53048.2021.9666187 View at source

Automated Toolchain for Enhanced Productivity in Reconfigurable Multi-accelerator Systems

  • Ortiz A
  • Zamacola R
  • Rodríguez A
  • Otero A
  • de la Torre E

16th International Symposium, Arc 2020 (p. 45-60) - 1/1/2020

10.1007/978-3-030-44534-8_4 View at source

Data Transfer Modeling and Optimization in Reconfigurable Multi-Accelerator Systems

  • Ortiz, Alberto
  • Rodriguez, Alfonso
  • Otero, Andres
  • de la Torre, Eduardo;

Data Transfer Modeling And Optimization In Reconfigurable Multi-Accelerator Systems (p. 20-26) - 1/7/2019

10.1109/recosoc48741.2019.9034940 View at source

This researcher has no working papers.

This researcher has no technical reports.

NUEVAS SOLUCIONES DE SEGURIDAD ENFOCADAS EN LA INVESTIGACION DE UN NUEVO SISTEMA DE MONITORIZACION AL CONDUCTOR (ADAS10GIA)

  • , (Participante)
  • OTERO MARNOTES, JOSE ANDRES (Investigador principal (IP))
  • MIRANDA CALERO, Jose Ángel (Participante)
  • PORTILLA BERRUECO, JORGE (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • VAZQUEZ IGLESIAS, DANIEL (Participante)

Period: 01-07-2025 - 31-12-2025

Type of funding: National

Amount of funding: 0,00 Euros.

  • iMarina

RISC-V GENERATION OF HIGH PERFORMANCE AUTOMOTIVE PROCESSORS AND COMPUTING PLATFORMS

  • OTERO MARNOTES, JOSE ANDRES (Investigador principal (IP))

Period: 01-06-2025 - 31-05-2028

Type of funding: National

Amount of funding: 331250,00 Euros.

  • iMarina

REALIZACIÓN DE ANÁLISIS DE VULNERABILIDADES EN MICROARQUITECTURAS DE RISC-V E IMPLEMENTACIÓN DE PROTOCOLOS DE CRIPTOGRAFÍA POST-CUÁNTICA PARA IOT

  • Rodriguez Medina, Alfonso (Colaborador/a)
  • MUJICA ROJAS, GABRIEL NOE (Colaborador/a)
  • OTERO MARNOTES, JOSE ANDRES (Colaborador/a)
  • PORTILLA BERRUECO, JORGE (Investigador principal (IP))

Period: 21-03-2025 - 23-12-2025

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

Metaheuristicas Avanzadas y arquitecturas Neuromorficas para el diseño de sistemas de IA en el edge Sostenibles

  • Mariño NA, Rodrigo (Miembro del equipo de trabajo)
  • Castillo NA, Ana (Participante)
  • Lanza NA, José Manuel (Investigador principal (IP))
  • Cruz NA, Carlos (Participante)
  • OTERO MARNOTES, JOSE ANDRES (Investigador principal (IP))
  • MUJICA ROJAS, GABRIEL NOE (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • VAZQUEZ IGLESIAS, DANIEL (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-09-2024 - 31-08-2027

Type of funding: National

Amount of funding: 165250,00 Euros.

  • iMarina

PROVISION OF CERTAIN SERVICES REGARDING THE PHASE 1B FOR THE NGWS/FCAS PROGRAM

  • FRANCES ROGER, AIRAN (Colaborador/a)
  • UCEDA ANTOLIN, JAVIER (Colaborador/a)
  • MUJICA ROJAS, GABRIEL NOE (Colaborador/a)
  • PORTILLA BERRUECO, JORGE (Colaborador/a)
  • OTERO MARNOTES, JOSE ANDRES (Investigador principal (IP))

Period: 04-07-2024 - 19-12-2025

Type of funding: Internal

  • iMarina

PROYECTO CNI EXP. Nº 2024/CI01010000/00000975

  • VAZQUEZ IGLESIAS, DANIEL (Colaborador/a)
  • Rodriguez Medina, Alfonso (Colaborador/a)
  • OTERO MARNOTES, JOSE ANDRES (Investigador principal (IP))

Period: 01-07-2024 - 30-11-2024

Type of funding: Internal

  • iMarina

PROPUESTA E IMPLEMENTACIÓN DE ARQUITECTURAS Y PROTOCOLOS DE CRIPTOGRAFÍA POST-CUÁNTICA PARA IOT

  • Rodriguez Medina, Alfonso (Colaborador/a)
  • MUJICA ROJAS, GABRIEL NOE (Colaborador/a)
  • OTERO MARNOTES, JOSE ANDRES (Colaborador/a)
  • PORTILLA BERRUECO, JORGE (Investigador principal (IP))

Period: 10-06-2024 - 23-12-2024

Type of funding: Internal

  • iMarina

AEROSPACE SAFETY CERTIFIABLE ENGINEERING AND NETWORKED DEVELOPMENT

  • , (Participante)
  • PORTILLA BERRUECO, JORGE (Participante)
  • MIRANDA CALERO, Jose Ángel (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • VAZQUEZ IGLESIAS, DANIEL (Participante)
  • OTERO MARNOTES, JOSE ANDRES (Investigador principal (IP))

Period: 16-12-2024 - 15-12-2027

Type of funding: Regional

Amount of funding: 0,00 Euros.

  • iMarina

TALENT to Concept: llevando la inteligencia artificial y el cómputo embebido de altas prestaciones al silicio

  • SANCHO ARAGON, JAIME (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • MUJICA ROJAS, GABRIEL NOE (Participante)
  • OTERO MARNOTES, JOSE ANDRES (Participante)
  • CHAVARRIAS LAPASTORA, MIGUEL (Participante)
  • FRANCES ROGER, AIRAN (Participante)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
  • LOBO PEREA, PEDRO JOSE (Participante)
  • PESCADOR DEL OSO, FERNANDO (Participante)
  • JUAREZ MARTINEZ, EDUARDO (Participante)
  • GROBA GONZALEZ, ANGEL MANUEL (Participante)
  • PORTILLA BERRUECO, JORGE (Participante)
  • SANZ ALVARO, CESAR (Participante)
... View more Collapse

Period: 01-01-2024 - 31-12-2025

Type of funding: National

Amount of funding: 129760,40 Euros.

  • iMarina

Soluciones de diseÑo y Arquitecturas Microelectrónicas para Salud (SoÑAMoS)

  • OTERO MARNOTES, JOSE ANDRES (Participante)
  • UCEDA ANTOLIN, JAVIER (Participante)
  • MUJICA ROJAS, GABRIEL NOE (Participante)
  • PORTILLA BERRUECO, JORGE (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • DELGADO EXPOSITO, ALBERTO (Participante)

Period: 01-01-2024 - 31-12-2025

Type of funding: National

  • iMarina

Scalable Machine Learning in Embedded Systems For Industry 4.0 Applications

  • LANZA GUTIERREZ, JOSE MANUEL (Director)
  • Otero Marnotes, Andrés (Director) Doctorando: Rodrigo Mariño, Andrés

30/9/2022

  • iMarina

Design Methodologies and Architectures for Just-in-Time Hardware Composition of Multi Grain Reconfigurable Accelerators

  • Otero Marnotes, Andrés (Director)
  • TORRE ARNANZ, EDUARDO DE LA (Director)
  • OTERO MARNOTES, JOSE ANDRES (Codirector) Doctorando: Zamacola Alcalde, Rafael María

4/7/2022

  • iMarina

This researcher has no patents or software licenses.

Last data update: 11/10/25 9:30 AM