BCI-Ageing

BCI-Ageing: BCI tools for promoting active ageing

Brain Computer Interface for cognitive training and domotic assistance against the effects of ageing.

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Articles in indexed journals

Luis F. Nicolas-ALonso, Rebeca Corralejo, Javier Gomez-Pilar, Daniel Alvarez, Roberto Hornero, "Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain computer interfaces", Neurocomputing, Accepted, February, 2015.
Jesús Monge, Carlos Gómez, Jesús Poza, Alberto Fernández, Javier Quintero, Roberto Hornero, "MEG analysis of neural dynamics in Attention- Deficit/Hyperactivity Disorder with Fuzzy Entropy", Medical Engineering and Physics, Accepted, February, 2015.
Gonzalo C. Gutiérrez-Tobal, M. Luz Alonso-Álvarez, Daniel Álvarez, Félix del Campo, Joaquín Terán-Santos, Roberto Hornero, "Diagnosis of pediatric obstructive sleep apnea: preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' home", Biomedical Signal Processing and Control, Accepted, February, 2015.
Alejandro Bachiller, Jesús Poza, Carlos Gómez, Vicente Molina, Vanessa Suazo, Roberto Hornero, "A comparative study of event-related coupling patterns during an auditory oddball task in schizophrenia", Journal of Neural Engineering, vol. 12, pp. 016007, January, 2015.
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gomez-Pilar, Félix del Campo, Roberto Hornero, "Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women", Entropy, vol. 17, pp. 123-141, January, 2015.
Luis F. Nicolas-Alonso, Rebeca Corralejo, Javier Gomez-Pilar, Daniel Alvarez, Roberto Hornero, "Adaptive Stacked Generalization for Multiclass Motor Imagery-based Brain Computer Interfaces", IEEE Transactions on Neural Systems and Rehabilitation Engineering, Accepted, January, 2015.
Vicente Molina, Alejandro Bachiller, Vanessa Suazo, Alba Lubeiro, Jesús Poza, Roberto Hornero, "Noise power associated to decreased taskinduced variability of brain electrical activity in schizophrenia", European Archives of Psychiatry and Clinical Neuroscience, Accepted, December, 2014.
Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero, "A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people", Medical & Biological Engineering & Computing, vol. 52, pp. 861-87, October, 2014.
Alejandro Bachiller, Alba Lubeiro, Álvaro Díez, Vanessa Suazo, Cristina Domínguez, José A. Blanco, Marta Ayuso, Roberto Hornero, Jesús Poza, Vicente Molina, "Decreased entropy modulation of EEG response to novelty and relevance in schizophrenia during a P300 task", European Archives of Psychiatry and Clinical Neuroscience, Accepted, August, 2014.
J.I. Ibáñez, J.I. Serrano, M.D. del Castillo, E. Monge, F. Molina, F.M. Rivas, J.L. Pons, "Detection of the onset of upper-limb movements based on the combination of changes in the sensorimotor rhythms and slow cortical potentials", Journal of Neural Engineering, Accepted, June, 2014.
Jesús Poza, Carlos Gómez, María García, Rebeca Corralejo, Alberto Fernández, Roberto Hornero, "Analysis of neural dynamics in mild cognitive impairment and Alzheimer's disease using the wavelet turbulence", Journal of Neural Engineering, vol. 11, pp. 026010, February, 2014.
Alejandro Bachiller, Alvaro Díez, Vanessa Suazo, Cristina Domínguez, Marta Ayuso, Roberto Hornero, Jesús Poza, Vicente Molina, "Decreased spectral entropy modulation in patients with schizophrenia during a P300 task", European Archives of Psychiatry and Clinical Neuroscience, vol. 1, pp. 1-11, February, 2014.
Oliva, J., Ignacio Serrano, J.I., del Castillo, M.D., Iglesias, A., "A methodology for the characterization and diagnosis of cognitive impairments application to specific language impairment", Artificial Intelligence in Medicine, Accepted, February, 2014.
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, J. Víctor Marcos, Félix del Campo, Roberto Hornero, "Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis", Medical & Biological Engineering & Computing, vol. 51, pp. 1367-1380, December, 2013.
María García, Jesús Poza, David Santamarta, Daniel Abásolo, Patricia Barrio, Roberto Hornero, "Spectral analysis of intracranial pressure signals recorded during infusion studies in patients with hydrocephalus", Medical Engineering and Physics, vol. 35, pp. 1490-1498, October, 2013.
Mario Martínez-Zarzuela, Carlos Gómez, Francisco Javier Díaz-Pernas, Alberto Fernández, Roberto Hornero, "Cross-approximate entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings", Computer Methods and Programs in Biomedicine, vol. 112, pp. 189-199, October, 2013.
Serrano, J.I., del Castillo, M.D., Iglesias, A., "Effects of text essay quality on readers’ working memory by a computational model", Biologically Inspired Cognitive Architectures, vol. 7, pp. 39-52, October, 2013.
Daniel Alvarez, Roberto Hornero, J. Víctor Marcos, Niels Wessel, Thomas Penzel and Félix del Campo, "Assessment of feature selection and classification approaches to enhance information from overnight oximetry in the context of sleep apnea diagnosis", International Journal of Neural Systems, vol. 23, pp. 1-18, August, 2013.
Ibáñez, J., Serrano, J.I., del Castillo, M.D., Gallego, J.A., Rocon, E., "Online detector of movement intention based on EEG-application in tremor patients", Biomedical Signal Processing and Control, vol. 8, pp. 822-829, July, 2013.
Jesús Poza, Carlos Gómez, María T. Gutiérrez, Nuria Mendoza, Roberto Hornero, "Effects of a multi-sensory environment on brain-injured patients: assessment of spectral patterns", Medical Engineering and Physics, vol. 35, pp. 368-375, March, 2013.
Serrano, J.I., del Castillo, M.D., Carretero, M., "Cognitive? Science?", Foundations of Science, vol. 0, pp. 1-17, February, 2013.
Javier Escudero, Emmanuel Ifeachor, Alberto Fernández, Juan J. López- Ibor, Roberto Hornero, "Changes in the MEG background activity in patients with positive symptoms of schizophrenia: spectral analysis and impact of age", Physiological Measurement, vol. 34, pp. 265-279, January, 2013.
Gonzalo C. Gutiérrez-Tobal, Roberto Hornero, Daniel Álvarez, J. Víctor Marcos, Félix del Campo, "Linear and nonlinear analysis of airflow recordings to help in sleep apnoea-hypopnoea syndrome diagnosis", Physiological Measurement, vol. 33, pp. 1261-1275, July, 2012.
Ricardo Bruña, Jesús Poza, Carlos Gómez, Alberto Fernández, María García, Roberto Hornero, "Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using spectral entropies and statistical complexity measures", Journal of Neural Engineering, vol. 9, pp. 036007, June, 2012.

Articles in non indexed journals

Roberto Hornero, Rebeca Corralejo, Daniel Álvarez, Laura Martín, "Diseño, desarrollo y evaluación de un sistema Brain Computer Interface (BCI) aplicado al control de dispositivos domóticos para mejorar la calidad de vida de las personas con grave discapacidad", Trauma, vol. 24, pp. 117- 125, May, 2013.
Rebeca Corralejo, Roberto Hornero, Daniel Álvarez, Laura Martín, "Improving the accessibility at home: implementation of a domotic application using a P300-based brain computer interface system", Journal of Accessibility and Design for All, vol. 2, pp. 1-14, May, 2012.
Roberto Hornero, Rebeca Corralejo, Daniel Álvarez, "Brain Computer Interface (BCI) aplicado al entrenamiento cognitivo y control domótico para prevenir los efectos del envejecimiento", LYCHNOS - Cuadernos de la Fundación General CSIC, vol. 8, pp. 29-34, March, 2012.

International conferences

Javier Gomez-Pilar, Rebeca Corralejo, Daniel Álvarez, Roberto Hornero, "Evaluación del Entrenamiento Neurocognitivo Mediante una Interfaz Cerebro-Ordenador Basada en Ritmos Sensoriomotores: Mejoras en Funciones Cognitivas Relacionadas con el Envejecimiento", II Encuentro de investigadores. Investigación y envejecimiento: respuestas para dar calidad de vida, pp. 1, Salamanca (Spain), 10 March, 2015.
J. Ibáñez, J.I. Serrano, M.D. del Castillo, E. Monge, F. Molina, F.M. Rivas, I. Alguacil, J.C. Miangolarra, J.L. Pons, "Upper-Limb Muscular Electrical Stimulation Driven by EEG-Based Detections of the Intentions to Move: A Proposed Intervention for Patients with Stroke", 2014 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-7928-3, Chicago (USA), 26-30 August, 2014.
Jesús Poza, Carlos Gómez, María García, Alejandro Bachiller, Alberto Fernández, Roberto Hornero, "Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment and Alzheimer’s Disease using Jensen’s Divergence", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4244-7928-3, pp. 1501-1504, Chicago, Illinois (USA), 26-30 August, 2014.
Carlos Gómez, Jesús Poza, Jesús Monge, Alberto Fernández, Roberto Hornero, "Analysis of Magnetoencephalography Recordings from Alzheimer’s Disease Patients Using Embedding Entropies", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4244-7928-3, pp. 702-705, Chicago, Illinois (USA), 26-30 August, 2014.
Javier Gomez-Pilar, Rebeca Corralejo, Luis Fernando Nicolas-Alonso, Daniel Álvarez, Roberto Hornero, "Assessment of Neurofeedback Training by Means of Motor Imagery Based-BCI for Cognitive Rehabilitation", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4244-7928-3, pp. 3630-3633, Chicago, Illinois (USA), 26-30 August, 2014.
Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, María L. Alonso, Joaquín Terán, Félix del Campo, Roberto Hornero, "Statistical and Nonlinear Analysis of Oximetry from Respiratory Polygraphy to Assist in the Diagnosis of Sleep Apnea in Children", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978- 1-4244-7928-3, pp. 1860-1863, Chicago, Illinois (USA), 26-30 August, 2014.
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, M. Luz Alonso, Joaquín Terán, Félix del Campo, Roberto Hornero, "Exploring the Spectral Information of Airflow Recordings to Help in Pediatric Obstructive Sleep Apnea-Hypopnea Syndrome Diagnosis", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1- 4244-7928-3, pp. 2298-2301, Chicago, Illinois (USA), 26-30 August, 2014.
J. Ibáñez, J.I. Serrano, M.D. del Castillo, E. Monge, F. Molina, F.M. Rivas, I. Alguacil, J.C. Miangolarra, J.L. Pons, "Detection of the Onset of VoluntaryMovements Based on the Combination of ERD and BP Cortical Patterns", Replace, Repair, Restore, Relieve. Bridging Clinical and Engineering Solutions in Neurorehabilitation, ISBN: 978-3-319-08071-0, pp. 437-446, Aalborg (Dinamarca), 24-26 June, 2014.
Luis F. Nicolas-Alonso, Rebeca Corralejo, Daniel Álvarez, Roberto Hornero, "Analytic Common Spatial Pattern and Adaptive Classification for Multiclass Motor Imagery-based BCI", 6th Internantional IEEE EMBS Conference on Neural Engineering (NER), ISBN: 978-1-4673-1968-3, pp. 1084-1087, San Diego (USA), 6-8 November, 2013.
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gómez-Pilar, Félix del Campo, Roberto Hornero, "AdaBoost Classification to Detect Sleep Apnea from Airflow Recordings", XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), ISBN: 978-3-319- 00845-5, pp. 1829-1832, Sevilla (Spain), 25-28 September, 2013.
María García, Jesús Poza, David Santamarta, Daniel Abásolo, Roberto Hornero, "Analysis of Intracranial Pressure Signals Using the Spectral Turbulence", XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), ISBN: 978-3-319-00845-5, pp. 795-798, Sevilla (Spain), 25-28 September, 2013.
Javier Gómez-Pilar, Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Félix del Campo Matías, Roberto Hornero, "Classification Methods from Heart Rate Variability to Assist in SAHS Diagnosis", XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), ISBN: 978-3-319-00845-5, pp. 1825-1828, Sevilla (Spain), 25-28 September, 2013.
Rebeca Corralejo, Luis Fernando Nicolás-Alonso, Daniel Álvarez, Roberto Hornero, "Assessment of an Assistive P300–based Brain Computer Interface by Users with Severe Disabilities", XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), ISBN: 978-3-319-00845-5, pp. 1647-1650, Sevilla (Spain), 25-28 September, 2013.
Jesús Poza, Carlos Gómez, María García, Alejandro Bachiller, Alberto Fernández, Roberto Hornero, "Analysis of MEG Activity across the Life Span Using Statistical Complexity", XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), ISBN: 978-3-319-00845-5, pp. 583-586, Sevilla (Spain), 25-28 September, 2013.
Alejandro Bachiller, Jesús Poza, Carlos Gómez, Vicente Molina, Vanessa Suazo, Álvaro Díez, Roberto Hornero, "Graph-Theoretical Analysis in Schizophrenia Performing an Auditory Oddball Task", XIII Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2013), ISBN: 978-3-319-00845-5, pp. 799-802, Sevilla (Spain), 25-28 September, 2013.
Ibáñez J, Serrano, J.I., del Castillo, M.D., "Single-trial detection of the event-related desynchronization to locate with temporal precision the onset of voluntary movements in stroke patients", XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, ISBN: 978-3- 319-00845-5 , pp. 1651-1654, Sevilla (Spain), 25-28 September, 2013.
Rebeca Corralejo, Luis Fernando Nicolás-Alonso, Daniel Álvarez, Roberto Hornero, "Development of a P300-based Brain Computer Interface to Assist Severe Disabled People", V Congreso Internacional de Diseño, Redes de Investigación y Tecnología para todos (DRT4All 2013), ISBN: 978-84- 88934-24-6, pp. 160-165, Madrid (Spain), 23-25 September, 2013.
María García, Jesús Poza, Daniel Abásolo, David Santamarta, Roberto Hornero, "Analysis of Intracranial Pressure Signals Recorded During Infusion Studies using the Spectral Entropy", 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4577-0214-3, pp. 2543-2546, Osaka (Japón), 3-7 July, 2013.
María García, Carmen Valverde, María I. López, Jesús Poza, Roberto Hornero, "Comparison of Logistic Regression and Neural Network Classifiers in the Detection of Hard Exudates in Retinal Images", 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4577-0214-3, pp. 5891-5894, Osaka (Japón), 3-7 July, 2013.
Carlos Gómez, Jesús Poza, Alberto Fernández, Alejandro Bachiller, Javier Gómez, Roberto Hornero, "Entropy Analysis of MEG Background Activity in Attention-Deficit/Hyperactivity Disorder", 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4577-0214-3, pp. 5057-5060, Osaka (Japón), 3-7 July, 2013.
Jesús Poza, María García, Carlos Gómez, Alejandro Bachiller, Alicia Carreres, Roberto Hornero, "Characterization of the Spontaneous Electroencephalographic Activity in Alzheimer's Disease using Disequilibria and Graph Theory", 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1- 4577-0214-3, pp. 5990-5993, Osaka (Japón), 3-7 July, 2013.
Gonzalo C Gutiérrez-Tobal, Daniel Álvarez, Javier Gómez, Félix del Campo, Roberto Hornero, "Assessment of Spectral Bands of Interest in Airflow Signal to Assist in Sleep Apnea-Hypopnea Syndrome Diagnosis", 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4577-0214-3, pp. 5021-5024, Osaka (Japón), 3 July, 2013.
Oliva, J., Serrano, J.I., del Castillo, M.D., Iglesias, A., "Computational cognitive modeling for the diagnosis of Specific Language Impairment", EFMI Special Topic Conference 2013 - Data and Knowledge for Medical Decision Support Systems Conference, ISBN: 978-1-61499-239-4, pp. 88- 92, Praga (Chequia), 17-19 April, 2013.
Rebeca Corralejo, Daniel Álvarez, Roberto Hornero, "A P300-based BCI Aimed at Managing Electronic Devices for People with Severe Disabilities", International Conference on NeuroRehabilitation, ISBN: 978-3-642-34545-6, pp. 641-645, Toledo (Spain), 14-16 November, 2012.
Jesús Poza, Carlos Gómez, María García, Alberto Fernández and Roberto Hornero, "Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence", 4th International Joint Conference on Computational Intelligence, ISBN: 978-989-8565-33-4, pp. 721-726, Barcelona (Spain), 5-7 October, 2012.
Gonzalo C. Gutiérrez-Tobal, Roberto Hornero, Daniel Álvarez, J. Víctor Marcos, Carlos Gómez, Félix del Campo, "Apnea-hypopnea index estimation from spectral analysis of airflow recordings", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-4120-4, pp. 3444-3447, San Diego (U.S.A.), 28 August - 1 September, 2012.
Carlos Gómez, Mario Martínez-Zarzuela, Jesús Poza, Francisco J. Díaz- Pernas, Alberto Fernández, Roberto Hornero, "Synchrony analysis of spontaneous MEG activity in Alzheimer’s disease patients", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-4120-4, pp. 6188-6191, San Diego (U.S.A.), 28 August - 1 September, 2012.

National conferences

Javier Gomez-Pilar, Alejandro Bachiller, Jesús Poza, Carlos Gómez, Vicente Molina y Roberto Hornero, "Caracterización de Potenciales Evocados del EEG en Esquizofrenia mediante Teoría de Redes Complejas", XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2014), ISBN: 978-84-617-2446-8, pp. 1-4, Barcelona (España), 26- 28 Diciembre, 2014.
Alejandro Bachiller, Jesús Poza, Javier Gómez-Pilar, Carlos Gómez, Vicente Molina y Roberto Hornero, "Análisis del acoplamiento cruzado entre frecuencias en la esquizofrenia durante la realización de una tarea cognitiva auditiva", XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2014), ISBN: 978-84-617-2446-8, pp. 1-4, Barcelona (España), 26-28 Diciembre, 2014.
Carlos Gómez, Jesús Poza, Mª Teresa Gutiérrez, Esther Prada, Nuria Mendoza y Roberto Hornero, "Análisis no lineal de la actividad EEG en sujetos con daño cerebral tras una sesión de estimulación multi-sensorial", XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2014), ISBN: 978-84-617-2446-8, pp. 1-4, Barcelona (España), 26-28 Diciembre, 2014.
Jesús Monge, Carlos Gómez, Jesús Poza, Alberto Fernández, Javier Quintero y Roberto Hornero, "Análisis de registros MEG mediante la dimensión fractal de Higuchi para caracterización de la actividad cerebral en el trastorno por déficit de atención e hiperactividad", XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2014), ISBN: 978-84-617-2446-8, pp. 1-4, Barcelona (España), 26-28 Diciembre, 2014.
María García, Jesús Poza, David Santamarta, Alejandro Bachiller y Roberto Hornero, "Caracterización de la señal de presión intracraneal empleando la transformada wavelet y la turbulencia espectral", XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2014), ISBN: 978- 84-617-2446-8, pp. 1-4, Barcelona (España), 26-28 Diciembre, 2014.
Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, María L. Alonso, Joaquín Terán, Félix del Campo, Roberto Hornero, "Análisis espectral y no lineal de la señal de oximetría domiciliaria en la ayuda al diagnóstico de la apnea infantil", XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2014), ISBN: 978-84-617-2446-8, pp. 1-4, Barcelona (España), 26-28 Noviembre, 2014.
Javier Gómez-Pilar, Rebeca Corralejo Palacios, Luis Fernando Nicolás- Alonso, Daniel Álvarez González, Roberto Hornero Sánchez, "Diseño y desarrollo de una plataforma de entrenamiento cognitivo basada en BCI para prevenir los efectos del envejecimiento", 6º Simposio CEA de Bioingeniería 2014, Interfaces Mente Computador y Neurotecnologías, ISBN: 2341-4243, pp. 25-31, Granada (España), 12-13 Junio, 2014.
M.D. del Castillo, J. Ibáñez, J.I. Serrano, J.L. Pons, "Integración de características de la señal electroencefalográfica para la detección del inicio de movimientos voluntarios", 6º Simposio CEA de Bioingeniería 2014, Interfaces Mente Computador y Neurotecnologías, ISBN: 2341-4243, Granada (España), 12-13 Junio, 2014.
Laura Martín, Rebeca Corralejo, Roberto Hornero, "Aplicación de las Máquinas de Vector Soporte en Sistemas Brain Computer Interface basados en potenciales P300", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978-84-616- 2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
Carlos Gómez, Mario Martínez-Zarzuela, Jesús Poza, Alberto Fernández, Francisco J. Díaz-Pernas, Roberto Hornero, "Análisis de la actividad MEG en la enfermedad de Alzheimer mediante la entropía aproximada cruzada", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978-84-616-2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
Jesús Poza, María García, Alejandro Bachiller, Alicia Carreres, Eduardo Rodríguez, Roberto Hornero, "Aplicación de la teoría de grafos para la caracterización de la actividad electroencefalográfica en la enfermedad de Alzheimer", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978-84-616-2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
Alejandro Bachiller, Jesús Poza, Carlos Gómez, Alicia Carreres, Roberto Hornero, "Análisis de la conectividad en la actividad EEG de enfermos de Alzheimer mediante distancias espectrales", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978- 84-616-2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
Gonzalo C. Gutiérrez, Javier Gómez, Daniel Álvarez, Félix del Campo, Roberto Hornero, "Evaluación de bandas espectrales de interés en la señal de flujo aéreo para ayudar en el diagnóstico del síndrome de la apnea hipopnea del sueño", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978-84-616-2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
Javier Gómez, Gonzalo C. Gutiérrez, Daniel Álvarez, Félix del Campo, Roberto Hornero, "Extracción y selección de características de la señal de variabilidad del ritmo cardiaco para la ayuda al diagnóstico del síndrome de la apnea hipopnea del sueño", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978-84-616- 2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
María García, Jesús Poza, María I. López, Carmen Valverde, Laura Fraile, Roberto Hornero, "Realce de retinografías mediante la aplicación de métodos basados en la transformada wavelet", XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2012), ISBN: 978- 84-616-2147-7, pp. 1-4, San Sebastián (España), 19-21 Noviembre, 2012.
Rebeca Corralejo, Daniel Álvarez, Roberto Hornero, "Evaluación de un sistema BCI de control domótico basado en potenciales P300 aplicado a usuarios con grave discapacidad", 4º Simposio CEA de Bioingeniería 2012, BCI (Brain Computer Interface) y Tecnologías de la rehabilitación, ISBN: 978-84-695-3541-7, pp. 11-18, Valladolid (España), 29 Mayo, 2012.
M.D. del Castillo, J.I. Serrano, J. Ibáñez, "Metodología para la construcción de BCIs orientados a la rehabilitación", 4º Simposio CEA Bioingeniería 2012, ISBN: 978-84-695-3541-7, pp. 57-63, Valladolid (España), 29 Mayo, 2012.

Book chapters

J. Ibáñez, J.I. Serrano, M.D. del Castillo, "Asynchronous BCIs for the early detection and classification of voluntary movements: Applications in Stroke rehabilitation", Converging Clinical and Engineering Research on Neurorehabilitation, Part I, ISBN: 978-3-642-34545-6, J.L. Pons, D. Torricelli, M. Pajaro (Eds.), Springer, pp. 629-633, Spain, 2012.