Resting State EEG
The new wireless EEG device Mentalab Explore is a valid and reliable system for the measurement of resting state EEG spectral features
Dirik, H. B., Darendeli, A., & Ertan, H. (2023). The new wireless EEG device Mentalab Explore is a valid and reliable system for the measurement of resting state EEG spectral features. Brain Research, 1798, 148164.
ECG & EMG
The Use of Wrist EMG Increases the PPG Heart Rate Accuracy in Smartwatches
Friman, S., Vehkaoja, A., Perez-Macias, J. M. (2022). The Use of Wrist EMG Increases the PPG Heart Rate Accuracy in Smartwatches. In 2022 IEEE Sensors.
Smart Armband with Graphene Textile Electrodes for EMG-based Muscle Fatigue Monitoring
Ozturk, O., Golparvar, A., & Yapici, M. K. (2021). Smart Armband with Graphene Textile Electrodes for EMG-based Muscle Fatigue Monitoring. In 2021 IEEE Sensors.
Brain-Computer Interfaces
Real-Time Navigation in Google Street View® Using a Motor Imagery-Based BCI
Yang, L., & Van Hulle, M. M. (2023). Real-Time Navigation in Google Street View® Using a Motor Imagery-Based BCI. In Sensors (Vol. 23, Issue 3, p. 1704).
Effect of Ensemble Learning Techniques on RGB-evoked EEG Signal Classification for Locked-in Syndrome BCI Communication
Scheline Urdahl, P., Omsland, V., Molinas, M., Soler, A. Effect of Ensemble Learning Techniques on RGB-evoked EEG Signal Classification for Locked-in Syndrome BCI Communication. Preprint.
EMD–Fuzzy: An Empirical Mode Decomposition Based Fuzzy Model for Cross-Stimulus Transfer Learning of SSVEP
Cao, B., Jiang, X., Leong, D., Tsai, C. L. T., Chang, Y. C., & Do, T. (2025). EMD-Fuzzy: An Empirical Mode Decomposition Based Fuzzy Model for Cross-Stimulus Transfer Learning of SSVEP. arXiv preprint arXiv:2501.17475.
Noninvasive Sensors for Brain–Machine Interfaces Based on Micropatterned Epitaxial Graphene
Faisal, S. N., Do, T.-T. N., Torzo, T., Leong, D., Pradeepkumar, A., Lin, C.-T., & Iacopi, F. (2023). In ACS Applied Nano Materials (Vol. 6, Issue 7, pp. 5440–5447).
Neurology
The Effect of Sensory Reweighting on Postural Control and Cortical Activity in Parkinson’s Disease: A Pilot Study
Sadeghi, M., Bristow, T., Fakorede, S., Liao, K., Palmer, J. A., Lyons, K. E., … & Devos, H. (2024). The Effect of Sensory Reweighting on Postural Control and Cortical Activity in Parkinson’s Disease: A Pilot Study. Archives of Rehabilitation Research and Clinical Translation, 100368.
Validity of central pain processing biomarkers for predicting the occurrence of oncological chronic pain: a study protocol
Carrillo-de-la-Peña, M. T., Fernandes, C., Castro, C., PAINLESS Consortium Rubal Lara Samartin-Veiga Noelia Yarnitzsky David Arendt-Nielsen Lars Dahl Carsten, & Medeiros, R. (2024). Validity of central pain processing biomarkers for predicting the occurrence of oncological chronic pain: a study protocol. BMC cancer, 24(1), 705.
Sports Science
Hemispheric synchronization patterns linked with shooting performance in archers
Dirik, H. B., Ertan, H. (2024). Hemispheric synchronization patterns linked with shooting performance in archers. Behavioural Brain Research, 460, 114813.
Individual Alpha Peak Frequency Decreases Following Archery Shots
Dirik, H. B., di Fronso, S., Ertan, H.. Individual Alpha Peak Frequency Decreases Following Archery Shots. Preprint.
Stress Monitoring
Feasibility of a Mobile Electroencephalogram (EEG) Sensor-Based Stress Type Classification for Construction Workers
Lee, G., & Lee, S. (2022). Feasibility of a Mobile Electroencephalogram (EEG) Sensor-Based Stress Type Classification for Construction Workers. In Construction Research Congress 2022. American Society of Civil Engineers.
Psychological stress detection with optimally selected EEG channel using Machine Learning techniques
Marthinsen, A. J., Galtung, I., Cheema, A., Sletten, C., Andreassen, I. M., Sletta, Ø., … & Molinas Cabrera, M. M. (2023). Psychological stress detection with optimally selected EEG channel using Machine Learning techniques. In Italian Workshop on Artificial Intelligence for Human-Machine Interaction (AIxHMI 2023).
Source Localization
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels
Soler, A., Giraldo, E., & Molinas, M. (2024). EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels. Brain Informatics, 11 (1).
Event-related potentials
Effect of the Use of Electronic Media on the Cognitive Intelligence, Attention, and Academic Trajectory of Medical Students
Hernández-Chávez, A., Hamui-Sutton, L., Muñoz-Comonfort, A., & Sampieri-Cabrera, R. (2025). Effect of the Use of Electronic Media on the Cognitive Intelligence, Attention, and Academic Trajectory of Medical Students. Cureus, 17(2).
Virtual Reality
Multimodal Approach to Assess a Virtual Reality-Based Surgical Training Platform
Demirel, D., Keles, H. O., Modak, C., Basturk, K. K., Barker, J. R., & Halic, T. (2023). Multimodal Approach to Assess a Virtual Reality-Based Surgical Training Platform. In International Conference on Human-Computer Interaction (pp. 430-440).
Neuroengineering
Gel-Free Wearable Electroencephalography (EEG) with Soft Graphene Textiles
Golparvar, A., Ozturk, O., & Yapici, M. K. (2021). Gel-Free Wearable Electroencephalography (EEG) with Soft Graphene Textiles. 2021 IEEE Sensors, 1–4.
Paired electrodes- and contraint independent components analysis-based denoising to alleivate motion artifacts in electroencephalogram collected at construction sites
Lee, G., Bae, J., & Lee, S. (2022). Paired electrodes- and contraint independent components analysis-based denoising to alleivate motion artifacts in electroencephalogram collected at construction sites. Proceedings of the 2022 European Conference on Computing in Construction.
Noninvasive Sensors for Brain–Machine Interfaces Based on Micropatterned Epitaxial Graphene
Faisal, S. N., Do, T.-T. N., Torzo, T., Leong, D., Pradeepkumar, A., Lin, C.-T., & Iacopi, F. (2023). Noninvasive Sensors for Brain–Machine Interfaces Based on Micropatterned Epitaxial Graphene. ACS Applied Nano Materials, 6(7), 5440–5447.
Sleep
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research
Sikder, N., Verkaar, L., Paltarzhytskaya, A., Acan, S., Krugliakova, E., Rosenblum, Y., … & Zerr, P. (2025). Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research. Preprint.
The Ecology of Human Sleep (EcoSleep) Project: Protocol for a longitudinal cohort repeated-measurement-burst study to assess the relationship between sleep determinants and sleep outcomes under real-world conditions across time of year
Biller, A. M., Fatima, N., Hamberger, C., Hainke, L., Plankl, V., Nadeem, A., Kramer, A., Hecht, M., & Spitschan, M. (2025). The Ecology of Human Sleep (EcoSleep) Project: Protocol for a longitudinal cohort repeated-measurement-burst study to assess the relationship between sleep determinants and sleep outcomes under real-world conditions across time of year. Journal of Sleep Research, 34 (2), e14225.
Music
Brain-Body Digital Musical Instrument Work-in-Progress
Tanaka, A., Sèdes, A., Bonardi, A., Whitmarsh, S., Fierro, D., & Di Maggio, F. (2023). Brain-Body Digital Musical Instrument Work-in-Progress. In ISEA 2023-28th International Symposium on Electronic Art.
An Interactive Modular System for Electrophysiological DMIs
Di Maggio, F., Tanaka, A., Fierro, D., & Whitmarsh, S. (2023). An Interactive Modular System for Electrophysiological DMIs. In Proceedings of the 18th International Audio Mostly Conference (pp. 79-84).
Cybersecurity
Multimodal data for behavioural authentication in Internet of Things environments
Krašovec, A., Baldini, G., & Pejović, V. (2024). Multimodal data for behavioural authentication in Internet of Things environments. Data in Brief, 55, 110697.
Field Studies
Characterizing developing executive functions in the first 1000 days in South Africa and Malawi: The Khula Study
Zieff, M. R., Miles, M., Mbale, E., Eastman, E., Ginnell, L., Williams, S. C., Jones, D. K., Alexander, D. C., Wijeratne, P. A., Gabard-Durnam, L. J., & others. (2024). Characterizing developing executive functions in the first 1000 days in South Africa and Malawi: The Khula Study. Wellcome Open Research, 9(157), 157.