Authors
Juan M Górriz, Ignacio Álvarez-Illán, Agustín Álvarez-Marquina, Juan Eloy Arco, Martin Atzmueller, F Ballarini, Emilia Barakova, Guido Bologna, P Bonomini, Germán Castellanos-Dominguez, Diego Castillo-Barnes, SB Cho, R Contreras, JM Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J Duro, D Elizondo, Antonio Fernández-Caballero, Eduardo Fernandez-Jover, Marco A Formoso, NJ Gallego-Molina, Javier Gamazo, J García González, Jose Garcia-Rodriguez, C Garre, J Garrigós, Andrés Gómez-Rodellar, P Gómez-Vilda, Manuel Graña, B Guerrero-Rodriguez, Sophie CF Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julian, G Kotz, Krzysztof Kutt, Matthew Leming, J De Lope, B Macas, V Marrero-Aguiar, José Javier Martinez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J Nalepa, Paulo Novais, D Orellana, Andrés Ortiz, Daniel Palacios-Alonso, J Palma, António Pereira, P Pinacho-Davidson, María Angélica Pinninghoff, M Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter HMP Roelofsma, José Santos, Diego Salas-Gonzalez, P Salcedo-Lagos, Fermín Segovia, Afshin Shoeibi, M Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, SH Wang, Wei Wang, YD Zhang, Hengde Zhu, Z Zhu, JM Ferrández-Vicente
Publication date
2023/12/1
Journal
Information Fusion
Volume
100
Pages
101945
Publisher
Elsevier
Description
Deep Learning (DL), a groundbreaking branch of Machine Learning (ML), has emerged as a driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted in complex and non-linear artificial neural systems, excel at extracting high-level features from data. DL has demonstrated human-level performance in real-world tasks, including clinical diagnostics, and has unlocked solutions to previously intractable problems in virtual agent design, robotics, genomics, neuroimaging, computer vision, and industrial automation. In this paper, the most relevant advances from the last few years in Artificial Intelligence (AI) and several applications to neuroscience, neuroimaging, computer vision, and robotics are presented, reviewed and discussed. In this way, we summarize the state-of-the-art in AI methods, models and applications within a collection of works presented at the 9 th International …
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Scholar articles
JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco… - Information Fusion, 2023