Projects per year
Personal profile
Education/Academic qualification
Ph. D., Universitat Autònoma de Barcelona (UAB)
Award Date: 1 Dec 1994
Degree, Universitat Autònoma de Barcelona (UAB)
Award Date: 1 Jun 1988
External positions
Técnico informático, Caixa d'Estalvis i Pensions de Barcelona. La Caixa
1 Jun 1988 → 1 Sep 1988
Colaborador del Centro de Cálculo, Universitat Autònoma de Barcelona (UAB)
1 Jan 1985 → 1 Jan 1988
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Projects
- 19 Finished
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WAKeMeUP: Wafers for Automotive and other Key applications using Memories, embedded in Ulsi Processors (WAKeMeUP)
Suñe Tarruella, J. F., Lopez Vicario, J., Miranda Castellano, E. A., Morell Perez, A., Muñoz Gorriz, J., Pedro Puig, M., Rodríguez Fernández, A., Serrano Garcia, J. & Morén Núñez, C. P.
1/05/18 → 31/08/21
Project: International research project
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Fabricación, caracterización, simulación, modelado y aplicaciones de dispositivos de conmutación resistiva
Miranda Castellano, E. A., Morell Perez, A., Boquet Pujadas, G., Macias Toro, E. H., Muñoz Gorriz, J., Lopez Vicario, J., Serrano Garcia, J. & Suñe Tarruella, J. F.
1/01/18 → 30/09/21
Project: Research Projects and Other Grants
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Hybrid Broadcast Broadband for All. HBB4ALL.
Orero, P., Arumi Ribas, M., Casas Tost, H., Castellà Mate, J., Edo Julia, M., Mangiron Hevia, M. C., Matamala, A., Oliver Moreno, A., Rovira-Esteva, S., Serrano Garcia, J., Soler, O., Soto Sanfiel, M. T., Vilaró Soler, A. & Walczak , A. B.
1/12/13 → 30/11/16
Project: International research project
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Online e-Inclusive Multilinguage Media for All
Orero, P., Casas Tost, H., Castellà Mate, J., Matamala, A., Rovira-Esteva, S., Serrano Garcia, J., Soler, O., Soto Sanfiel, M. T. & Vilaró Soler, A.
1/11/13 → 31/10/14
Project: Research Projects and Other Grants
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ACCESIBILIDAD LINGUISTICA Y SENSORIAL: TECNOLOGIAS PARA LAS VOCES SUPERPUESTAS Y LA AUDIODESCRIPCION
Matamala, A., Cabeza Cáceres, C., Cabeza Cáceres, C., Delgado Flores, H., Fernández Alonso, E., Martin Mor, A., Serrano Garcia, J., Sánchez Gijón, P., Torruella Casañas, J., Baños Piñero, R., Cintas, J. D., Fernández Óscar, P., Fuentes Luque, A., Igareda, P., Rica Peromingo, J. P., Pablo Romero-Fresco, P. & Valdeón García, R. A.
Ministerio de Economia y Competitividad (MINECO)
1/01/13 → 31/12/15
Project: Research Projects and Other Grants
Research output
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Transfer Learning Improving Predictive Mortality Models for Patients in End-Stage Renal Disease
Macias, E., Vicario, J. L., Serrano, J., Ibeas, J. & Morell, A., 1 May 2022, In: Electronics (Switzerland). 11, 9, 1447.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Novel imputation method using average code from autoencoders in clinical data
Macias, E., Serrano, J., Vicario, J. L. & Morell, A., 24 Jan 2021, In: European Signal Processing Conference. p. 1576-1579 4 p.Research output: Contribution to journal › Article › Research › peer-review
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Offline training for memristor-based neural networks
Boquet, G., Macias, E., Morell, A., Serrano, J., Miranda, E. & Vicario, J. L., 24 Jan 2021, In: European Signal Processing Conference. p. 1547-1551 5 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Theoretical tuning of the autoencoder bottleneck layer dimension: A mutual information-based algorithm
Boquet, G., Macias, E., Morell, A., Serrano, J. & Vicario, J. L., 24 Jan 2021, In: European Signal Processing Conference. p. 1512-1516 5 p.Research output: Contribution to journal › Article › Research › peer-review
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A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection
Boquet, G., Morell, A., Serrano, J. & Vicario, J. L., 1 Jun 2020, In: Transportation Research Part C: Emerging Technologies. 115, 18 p., 102622.Research output: Contribution to journal › Article › Research › peer-review
29 Citations (Scopus)