Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019 Almería, Spain, June 3–7, 2019 Proceedings, Part I
Información General
- Autores: José Manuel Ferrández Vicente (dir. congr.)
, José Ramón Álvarez Sánchez (dir. congr.) , Félix de la Paz López (dir. congr.) , Francisco Javier Toledo Moreo (dir. congr.), Hojjat Adeli (dir. congr.) - Editores: Springer Suiza
- Año de publicación: 2019
- País: Suiza
- Idioma: inglés
- ISBN: 978-3-030-19591-5
- Texto completo no disponible (Saber más ...)
Resumen
The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.
Otros catálogos
Listado de artículos
-
-
Neuroscience Applications
The effect of tDCS on EEG-based functional connectivity in gait motor imagery
Jorge Gaxiola, Marisol Rodríguez Ugarte, E. Iáñez, M. Ortiz, D. Gutiérrez, J. M. Azorín
págs. 3-10
Distinguishing aging clusters and mobile devices by hand-wrist articulation: a case of study
Daniel Palacios Alonso
, Carlos A. Lázaro Carrascosa, Raquel Massaro, José Manuel Ferrández Vicente , Andrés Gómez Rodellar, Pedro Gómez Vilda págs. 11-16
Hardware and software for integrating brain–computer interface with Internet of Things
Francisco Laport, Francisco Javier Vázquez Araujo
, Paula Castro, Adriana Dapena págs. 22-31
How to improve spatial and numerical cognition with a game-based and technology-enhanced learning approach
Michela Ponticorvo, Massimiliano Schembri, Orazio Miglino
págs. 32-41
Ontologies for early detection of the alzheimer disease and other neurodegenerative diseases
Alba Gomez Valadés, Rafael Martínez Tomás
, Mariano Rincón Zamorano págs. 42-50
Gaming the attention with a SSVEP-based brain-computer interface
Miguel Ángel López Gordo
, Eduardo Pérez Maseda, Jesús Minguillónpágs. 51-59
Miguel Ángel Patricio Guisado
, Daniel González González , José Miguel Molina Cámara, Antonio Berlanga Santamaríapágs. 60-68
Autonomic modulation duringa cognitive task using a wearable device
Maria Paula Bonomini, Mikel Val Calvo, Alejandro Díaz Morcillo
, José Manuel Ferrández Vicente , Eduardo Fernández Jover págs. 69-77
The assessment of visuospatial abilities with tangible interfaces and machine learning
Antonio Cerrato, Michela Ponticorvo, Onofrio Gigliotta, Paolo Bartolomeo, Orazio Miglino
págs. 78-87
Midpoint: a tool to build artificial models of numerical cognition
Onofrio Gigliotta, Michela Ponticorvo, Fabrizio Doricchi, Orazio Miglino
págs. 88-96
Cognitive AI systems contribute to improving creativity modeling and measuring tools
Faheem Hassan Zunjani, Ana Maria Oltet¸eanu
págs. 97-107
Neurolight Alpha: Interfacing computational neural models for stimulus modulation in cortical visual neuroprostheses
Antonio Lozano Guerrero
, Juan Sebastián Suárez Carrasquilla, Cristina Soto-Sánchez, Francisco Javier Garrigós Guerrero , José Javier Martínez Álvarez, José Manuel Ferrández Vicente , Eduardo Fernández Jover págs. 108-119
Bootstrapping autonomous skill learning in the MDB cognitive architecture
Alex Romero, Francisco Javier Bellas Dublang, Jose Alberto Becerra Becerra, Richard J. Duro Fernández
págs. 120-129
HAPAN: Support tool for practicing regional anesthesia in peripheral nerves
José Alberto Hernández Muriel, J.C. Mejía Hernández
págs. 130-137
Group differences in time-frequency relevant patterns for user-independent BCI applications
F. Velásquez, A. F. Zapata, Jorge I. Padilla Buriticá, José Manuel Ferrández Vicente
, Germán Castellanos Domínguez págs. 138-145
-
Affective Computing
Assessing an application of spontaneous stressed speech - emotions portal
Daniel Palacios Alonso
, Carlos A. Lázaro Carrascosa, Agustín López, Guillermo Meléndez, Andrés Gómez Rodellar, Andrés Loor, Victor Nieto Lluis , V. Rodellar Biarge , Athanasios Tsanas, Pedro Gómez Vilda págs. 149-160
Empowering UX of elderly people with Parkinson’s disease via BCI touch
Pedro Gómez López, Francisco Montero Laberti, María Margarita López
págs. 161-170
Real-time emotional recognition for sociable robotics based on deep neural networks ensemble
Nazir Kamal, Mikel Val Calvo, Jose Ramón Álvarez, Alejandro Díaz Morcillo
, José Manuel Ferrández Vicente , Eduardo Fernández Jover , Tarik Boudghene Stambouli´págs. 171-180
Advanced trajectory generator for two carts with RGB-D sensor on circular rail
Ramón Panduro, Eva Segura Asensio, Lidia María Belmonte, Paulo Novais
, Jesús Benet, Antonio Fernández Caballero , Rafael Morales Barbapágs. 181-190
On the use of lateralization for lightweight and accurate methodology for EEG real time emotion estimation using Gaussian-process classifier
Mikel Val Calvo, Jose Ramón Álvarez, Alejandro Díaz Morcillo
, José Manuel Ferrández Vicente , Eduardo Fernández Jover págs. 191-201
Stress identification from electrodermal activity by support vector machines
Roberto Sánchez, Arturo Martínez Rodrigo
, Antonio Fernández Caballero págs. 202-211
Trajectory planning of a quadrotor to monitor dependent people
Lidia María Belmonte, Rafael Morales Barba, Arturo García, Eva Segura Ortí, Paulo Novais
, Antonio Fernández Caballero págs. 212-221
Development and validation of basic virtual human facial emotion expressions
Miguel Querol Gavaldá, Arturo García, Patricia Fernández Sotos, Roberto Rodríguez Jiménez, Antonio Fernández Caballero
págs. 222-231
Brushstrokes of the emotional brain: Cortical asymmetries for valence dimension
Jennifer Sorinas Nerín, José Manuel Ferrández Vicente
, Eduardo Fernández Jover págs. 232-243
Multiple-instance Lasso regularization via embedded instance selection for emotion recognition
J. Caicedo, David A. Cárdenas Peña, Diego Fabian Collazos Huertas, Jorge I. Padilla Buriticá, Germán Albeiro Castaño Duque, Germán Castellanos Domínguez
págs. 244-251
María Luz Fernández Aguilar, Arturo Martínez Rodrigo
, Jose Valeriano Moncho Bogani, Antonio Fernández Caballero , José Miguel Latorre Postigo págs. 252-261
Game-based human-robot interaction promotes self-disclosure in people with visual impairments and intellectual disabilities
Jelle janssens, Emilia Barakova, Tino Lourens, Evelien Van Laere, Paula Sterkenburg
págs. 262-272
-
Neuroethology
A short review of some aspects of computational neuroethology
Manuel Graña Romay
, Javier de Lope Asiaín págs. 275-283
Deep learning prediction of gait based on inertial measurements
Pedro Romero, Javier de Lope Asiaín
, Manuel Graña Romay págs. 284-290
Recognizing cognitive activities through eye tracking
Sara Moraleda, Javier de Lope Asiaín
, Manuel Graña Romay págs. 291-300
págs. 301-308
Boosting object detection in cyberphysical systems
José Miguel Buenaposada Biencinto
, Luis Baumela Molina págs. 309-318
Fusion of inertial motion sensors and electroencephalogram for activity detection
Ibai Baglietto Araquistain, Javier Garmendia, Manuel Graña Romay
, Javier de Lope Asiaín págs. 319-326
BIOTHINGS: A pipeline creation tool for PAR-CLIP sequence analysis
Oier Echaniz, Manuel Graña Romay
págs. 327-336
-
Machine Learning in Neuroscience
Automating autoencoder architecture configuration: An evolutionary approach
Francisco Charte, Antonio Rivera Peña, Francisco Martínez, María de Jesús Ruiz Recéndiz
págs. 339-349
Periodogram connectivity of EEG signals for the detection of dyslexia
F. J. Martínez Murcia, A. Ortiz Barragan, Rafael Morales Ortega, J. P. Lopez, J. Luque, D. Castillo, F. Segovia, J.J. Ortega López
págs. 350-359
Isosurface modelling of DatSCAN images for Parkinson disease diagnosis
M. Martínez Ibáñez, A. Ortiz Barragan, J. Munilla, Diego Salas González
, Juan Manuel Górriz Sáez , J. J. Ramírez Palancapágs. 360-368
An anomaly detection approach for dyslexia diagnosis using EEG signals
A. Ortiz Barragan, P. J. Lopez, Juan Luis Luque Vilaseca, Francisco Jesús Martínez Murcia
, Diego Aquino Brítez, J.J. Ortega Lópezpágs. 369-378
Diego Castillo Barnes, Francisco Jesús Martínez Murcia
, Fermín Segovia Román , Ignacio Illán Gala, Diego Salas González , Juan Gorriz Magaña, Javier Ramírez Pérez de Inestrosa págs. 379-388
Deep learning on brain images in autism: What do large samples reveal of its complexity?
Matthew Fleming, John Suckling
págs. 389-402
Multivariate pattern analysis of electroencephalography data in a demand-selection task
David López García, Alberto Sobrado, José Miguel González Peñalver, Juan Manuel Górriz Sáez
, María Ruzpágs. 403-411
Support vector machine failure in imbalanced datasets
I. Illán, J. Górriz, J. J. Ramírez Palanca, D. Castillo
págs. 412-419
Miren Karmele Lopez de Ipiña Peña
, Hodei Cepeda, Catalina Requejo Rodríguez, Elsa Fernández Le Mouël, Pilar María Calvo Salomon, José Vicente Lafuente Sánchezpágs. 420-427
-
