Angel Canal Alonso
https://orcid.org/0000-0002-4254-5944
Research title: Biomimetical neuromodulation in epilepsy: neuromorphic signal generators as a tool to enhance DBS
Research summary
I work on biomimetical techniques to increase neuromodulation efficacy and reduce host's immune reaction. I adress this from two perspectives:
- Artificial Intelligence and Dynamical Systems Modelling to generate syntetic brain signals for neuromodulation
- Bioactive and adative polymers for neural probes coating
I am part of the Microelectronics Lab (meLAB) where I also help with in vitro cell culture for biocompatibility assays
Publications
2024
Zurdo-Tabernero, Marco, Enrique-Guillem, Pablo, Canal-Alonso, Ángel 
ORCID: https://orcid.org/0000-0002-4254-5944, Hernández, Guillermo, González-Arrieta, Angélica and Corchado, Juan Manuel
(2024)
TSG-DDT: Time-Series Generative Denoising Diffusion Transformers.
Bernstein Conference 2024, Frankfurt, Germany, 29 Sep-02 Oct 2024.
(doi: 10.12751/nncn.bc2024.171)
2023
Zurdo-Tabernero, Marco, Canal Alonso, Angel ORCID: https://orcid.org/0000-0002-4254-5944, de la Prieta, Fernando, Rodríguez, Sara, Prieto, Javier and Manuel Corchado, Juan
(2023)
An overview of machine learning and deep learning techniques for predicting epileptic seizures.
Journal of Integrative Bioinformatics, 20(4),
20230002.
(doi: 10.1515/jib-2023-0002)
(PMID:38099461)
(PMCID:PMC10777364)
Articles
Zurdo-Tabernero, Marco, Canal Alonso, Angel ORCID: https://orcid.org/0000-0002-4254-5944, de la Prieta, Fernando, Rodríguez, Sara, Prieto, Javier and Manuel Corchado, Juan
(2023)
An overview of machine learning and deep learning techniques for predicting epileptic seizures.
Journal of Integrative Bioinformatics, 20(4),
20230002.
(doi: 10.1515/jib-2023-0002)
(PMID:38099461)
(PMCID:PMC10777364)
Conference or Workshop Item
Zurdo-Tabernero, Marco, Enrique-Guillem, Pablo, Canal-Alonso, Ángel ORCID: https://orcid.org/0000-0002-4254-5944, Hernández, Guillermo, González-Arrieta, Angélica and Corchado, Juan Manuel
(2024)
TSG-DDT: Time-Series Generative Denoising Diffusion Transformers.
Bernstein Conference 2024, Frankfurt, Germany, 29 Sep-02 Oct 2024.
(doi: 10.12751/nncn.bc2024.171)
Prior publications
Book Section
Simón Mariño-Perea, Ángel Canal-Alonso, Pablo Chamoso, Yeray Mezquita, Susel Gongora (2026) Computational Design of Multi-epitope Vaccine Against Helicobacter Pylori Crossref. (doi: 10.1007/978-3-032-10634-6_7)
Rocío Santos-Buitrago, Ángel Canal-Alonso, Javier Prieto Tejedor, Pablo Chamoso, Jesús M. Gonçalves, Luis Alberto Pérez Romasanta (2026) Recent Trends in AI Techniques for Brain Tumors Crossref. (doi: 10.1007/978-3-032-10634-6_5)
Noelia Egido Iglesias, Pedro Jiménez Fernandez, Ángel Canal-Alonso, Javier Prieto Tejedor (2025) Revolutionizing Next-Generation Sequencing: Advanced Analysis Pipeline and Integrated Solutions Crossref. (doi: 10.1007/978-3-031-87873-2_20)
Pablo Enrique Guillem, Marco Zurdo-Tabernero, Liliana Durón Figueroa, Ángel Canal-Alonso, Guillermo Hernández, Angélica González Arrieta, Fernando de la Prieta (2025) Transformer-Enhanced Pathogenicity Prediction with Soft Labels in a Semi-supervised Setup Crossref. (doi: 10.1007/978-3-031-87873-2_5)
Marco Hernández, Ángel Canal-Alonso, Fernando de la Prieta, Sara Rodríguez, Javier Prieto, Juan Manuel Corchado (2023) Machine Learning and Deep Learning Techniques for Epileptic Seizures Prediction: A Brief Review Crossref. (doi: 10.1007/978-3-031-17024-9_2)
David García-Retuerta, Angel Canal-Alonso, Roberto Casado-Vara, Angel Martin-del Rey, Gabriella Panuccio, Juan M. Corchado (2021) Bidirectional-Pass Algorithm for Interictal Event Detection Crossref. (doi: 10.1007/978-3-030-54568-0_20)
Article
Gabriel Galeote-Checa, Gennady S. Cymbalyuk, Gabriella Panuccio, Angel Canal-Alonso, Bernabe Linares-Barranco, Teresa Serrano-Gotarredona (2025) Time series segmentation for recognition of epileptiform patterns recorded via microelectrode arrays in vitro PLOS ONE Crossref. (doi: 10.1371/journal.pone.0309550)
Pablo G. Téllez de Meneses, Laura Pérez-Revuelta, Ángel Canal-Alonso, Carlos Hernández-Pérez, Teresa Cocho, Jorge Valero, Eduardo Weruaga, David Díaz, José R. Alonso (2023) Immunohistochemical distribution of secretagogin in the mouse brain Frontiers in Neuroanatomy Ángel Canal-Alonso. ISSN 1662-5129 (doi: 10.3389/fnana.2023.1224342)
Davide Caron, Stefano Buccelli, Ángel Canal-Alonso, Marco Hernández, Giacomo Pruzzo, Juan Manuel Corchado, Michela Chiappalone, Gabriella Panuccio (2023) The intrinsic clock of the hippocampal subfield CA3 rescues limbic seizures in a biohybrid graft-host interaction in vitro Crossref. (doi: 10.1101/2023.01.26.525630)
Caron, D., Buccelli, S., Canal-Alonso, A., Farsani, J., Pruzzo, G., Barranco, B.L., Corchado, J.M., Chiappalone, M., Panuccio, G. (2023) Biohybrid restoration of the hippocampal loop re-establishes the non-seizing state in an in vitro model of limbic seizures Journal of Neural Engineering Scopus - Elsevier. ISSN 17412552 17412560 (doi: 10.1088/1741-2552/ace931)
Ángel Canal-Alonso, Roberto Casado-Vara, Orlando Castellano, Jorge Herrera-Santos, Jaime Gonçalves, Sergio Màrquez-Sànchez, Jesús María Gonçalves, Juan Manuel Corchado (2022) An affordable implantable vagus nerve stimulator system for use in animal research Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences Crossref. (doi: 10.1098/rsta.2021.0010)
Davide Caron, Ángel Canal-Alonso, Gabriella Panuccio (2022) Mimicking CA3 Temporal Dynamics Controls Limbic Ictogenesis Biology Crossref. (doi: 10.3390/biology11030371)
Díaz-Rodríguez, S.M., López-López, D., Herrero-Turrión, M.J., Gómez-Nieto, R., Canal-Alonso, A., Lopéz, D.E. (2020) Inferior Colliculus Transcriptome After Status Epilepticus in the Genetically Audiogenic Seizure-Prone Hamster GASH/Sal Frontiers in Neuroscience Scopus - Elsevier. ISSN 1662453X 16624548 (doi: 10.3389/fnins.2020.00508)
Roberto Casado-Vara, Angel Canal-Alonso, Angel Martin-del Rey, Fernando De la Prieta, Javier Prieto (2019) Smart Buildings IoT Networks Accuracy Evolution Prediction to Improve Their Reliability Using a Lotka–Volterra Ecosystem Model Sensors Crossref. (doi: 10.3390/s19214642)
Other
Ephraim, J.W., Caron, D., Canal-Alonso, A., Corchado, J.M., Palazzolo, G., Panuccio, G. (2023) Developing hippocampal spheroids model ictogenesis and epileptogenesis bioRxiv Scopus - Elsevier. ISSN 26928205 (doi: 10.1101/2023.01.06.523024)
Conference Proceedings
Canal-Alonso, A., Casado-Vara, R., Manuel Corchado, J. (2020) An affordable implantable VNS for use in animal research ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings Scopus - Elsevier. (doi: 10.1109/ICECS49266.2020.9294958)
