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). 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). In 2022 IEEE Sensors. 2022 IEEE Sensors. IEEE.
Smart Armband with Graphene Textile Electrodes for EMG-based Muscle Fatigue Monitoring
Ozturk, O., Golparvar, A., & Yapici, M. K. (2021). In 2021 IEEE Sensors. 2021 IEEE Sensors. IEEE.
Brain-Computer Interfaces
Real-Time Navigation in Google Street View® Using a Motor Imagery-Based BCI
Yang, L., & Van Hulle, M. M. (2023). In Sensors (Vol. 23, Issue 3, p. 1704). MDPI AG.
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. (Preprint).
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). American Chemical Society (ACS).
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). Archives of Rehabilitation Research and Clinical Translation, 100368.
Sports Science
Hemispheric synchronization patterns linked with shooting performance in archers
Dirik, H. B., Ertan, H. (2024). Behavioural Brain Research, 460, 114813.
Individual Alpha Peak Frequency Decreases Following Archery Shots
Dirik, H. B., di Fronso, S., Ertan, H. (Preprint).
Stress Monitoring
Feasibility of a Mobile Electroencephalogram (EEG) Sensor-Based Stress Type Classification for Construction Workers
Lee, G., & Lee, S. (2022). In Construction Research Congress 2022. 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). In Italian Workshop on Artificial Intelligence for Human-Machine Interaction (AIxHMI 2023). Technical University of Aachen.
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). Brain Informatics, 11 (1).
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, July). In International Conference on Human-Computer Interaction (pp. 430-440). Springer Nature Switzerland.
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. 3.
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. https://doi.org/10.1021/acsanm.2c05546
Music
Brain-Body Digital Musical Instrument Work-in-Progress
Tanaka, A., Sèdes, A., Bonardi, A., Whitmarsh, S., Fierro, D., & Di Maggio, F. (2023). 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). 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.
Sleep
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. (2024). medRxiv 2024.02.09.24302573.