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

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, Juan
  • Rodriguez, Alfonso
  • Otero, Andres
  • de la Torre, Eduardo

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, Junjiao
  • Portilla, Jorge
  • Otero, Andres

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, F
  • Recio-Blitz, C
  • Rodríguez-Cielos, R
  • Otero, J
  • Shahateet, K
  • De Andrés, E
  • Corcuera, MI
  • Letamendia, U
  • Muñoz-Hermosilla, JM
... 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, Cristian
  • Perez, Alejandro
  • Otero, Andres
  • Mujica, Gabriel
  • Portilla, Jorge

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, Alfonso
  • Otero, Andres
  • Platzner, Marco
  • de la Torre, Eduardo

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, Rodrigo
  • Quintero, Sergio
  • Otero, Andres
  • Lanza-Gutierrez, Jose M
  • Holgado, Miguel

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, Rodrigo
  • Wisultschew, Cristian
  • Otero, Andres
  • Lanza-Gutierrez, Jose M
  • Portilla, Jorge
  • de la Torre, Eduardo

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

Solving the Cold-Start Problem for the Edge: Clustering and Adaptive Deep Learning for Emotion Detection

  • Sun, Junjiao
  • Gutierrez Martin, Laura
  • Lopez Ongil, Celia
  • Miranda, Jose
  • Portilla, Jorge
  • Otero, Andres

Proceedings -Design, Automation And Test In Europe, Date '05 - 1/1/2025

10.23919/date64628.2025.10992800 View at source

  • ISSN 15301591

An FPGA-Accelerated Framework for Optimizing Decision Tree Ensembles in Supervised Learning

  • Olmos, R
  • Otero, A

2025 Ieee International Parallel And Distributed Processing Symposium Workshops, Ipdpsw (p. 1216-1216) - 1/1/2025

10.1109/ipdpsw66978.2025.00194 View at source

  • ISSN 26393867

Open-Source Elastic CGRA Generator

  • Vazquez, Daniel
  • Rodriguez, Alfonso
  • Otero, Andres

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, Xabier
  • Camunas-Mesa, Luis
  • Linares-Barranco, Bernabe
  • Serrano-Gotarredona, Teresa
  • Gonzalez, Mireia B
  • Campabadal, Francesca
  • Maria Margarit-Taule, Josep
  • Serra-Graells, Francisco
  • Teres, Lluis
  • Lanillos, Pablo
  • Lopez, Victor
  • Bisquert, Juan
  • Guerrero, Antonio
  • Lopez-Vallejo, Marisa
  • Ituero, Pablo
  • Juarez, Eduardo
  • Otero, Andres
  • Holgado, Miguel
  • Rubio, Antonio
  • Rodriguez, Rosa
  • Picos, Rodrigo
  • Miranda, Enrique
  • Sune, Jordi
  • Sort, Jordi
  • Roldan, Juan B
  • Jimenez, Francisco
  • Duenas, Salvador
  • Castan, Helena
  • Cirera, Albert
  • Marsal, Lluis
  • Basterretxea, Koldo
  • Astarloa, Armando
  • Barranco, Francisco
  • Linares-Barranco, Alejandro
  • Jimenez, Angel
  • Ollero, Anibal
  • Martinez-de-Dios, J R
  • Goma, Rafael
  • Rodrigues, Serafim
  • Del Ser, Javier
  • Torres, Elias
  • Espasa, Roger
  • Bofill-Petit, Adria
  • Turchetta, Renato
  • Goossens, Stijn
  • Vergara, German
  • Jonuzi, Tigers
  • Artundo, Iiiigo
  • Sainz, Unai
  • Ruiz, David
  • Gonzalez-Arjona, David
  • Regada, Raul
  • Pedro, Marta
  • Aramburu, Ander
  • Lara-Rapp, Oscar
  • Perez de Arrilucea, Javier
  • Terreri, Sarah
  • Fernandez, Marta
  • Ulloa, Michel, I
  • Gabarron, Alfonso
... 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, Junjiao
  • Portilla, Jorge
  • Otero, Andres

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

  • ISSN 21561125

Cloud-Edge Continuum Infrastructure for Reconfigurable Multi-Accelerator Systems

  • de Ulzurrun, ID
  • Encinas, J
  • Rodríguez, A
  • Otero, A

2015 Conference On Design Of Circuits And Integrated Systems (Dcis) (p. 100-105) - 1/1/2024

10.1109/dcis62603.2024.10769198 View at source

  • ISSN 24716170

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
  • Rodriguez, 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
  • de la Torre, E

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

  • Vazquez, Daniel
  • Rodriguez, Alfonso
  • Otero, Andres
  • de la Torre, Eduardo

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

This researcher has no working papers.

This researcher has no technical reports.

Decentralized Edge Intelligence: Advancing Trust, Safety, and Sustainability in Europe

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

Period: 18-02-2026 - 30-04-2027

Type of funding: International

Amount of funding: 130000,00 Euros.

  • iMarina

AMANECER - Estudio de viAbilidad para el diseño, iMplementación y explotAción comercial de un coNversor de radiofrEcuencia en banda Ka miniaturizado para front-ends Ciberseguros de comunicaciones satElitales orientado a sistemas embaRcados en Aeronáutica y Espacio

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

Period: 01-02-2026 - 31-01-2027

Type of funding: National

Amount of funding: 0,00 Euros.

  • iMarina

SIMULACIONES ELÉCTRICAS Y TÉRMICAS DEL DISEÑO SIP DE ALTER EN SOÑAMOS

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

Period: 20-09-2025 - 19-10-2025

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

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))
  • Rodriguez Medina, Alfonso (Participante)
  • MIRANDA CALERO, Jose Ángel (Participante)

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

  • Rodriguez Medina, Alfonso (Participante)
  • VAZQUEZ IGLESIAS, DANIEL (Miembro del equipo de trabajo)
  • 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)
... 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

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

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

Type of funding: Internal

  • iMarina

Data-Driven Resource Management of Reconfigurable Multi-Accelerator Systems in the Cloud-Edge Continuum

  • Rodriguez Medina, Alfonso (Director)
  • Otero Marnotes, Andrés (Director) Doctorando: ENCINAS ANCHUSTEGUI, JUAN

17/12/2025

  • 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: 7/8/26 8:43 PM