Lucid Scribe in Research
Lucid Scribe is a biofeedback signal recorder and research platform used by universities and institutions worldwide for EEG data acquisition, sleep monitoring, emotion recognition, and brain-computer interface studies. It has a long history in the development of the INSPEC lucid dreaming device.
20+ publications from 15+ institutions in 9 countries, with hundreds of citations found on Google Scholar.
Emotion Recognition & Affective Computing
R. Subramanian, J. Wache, M.K. Abadi, R.L. Vieriu, S. Winkler, N. Sebe
IEEE Transactions on Affective Computing, 2018
"EEG data samples were logged using the Lucid Scribe software, and all sensor data were recorded via bluetooth. A webcam was used to record facial activity."
A landmark study with over 600 citations that introduced the ASCERTAIN dataset for multimodal emotion and personality recognition using commercial physiological sensors. Lucid Scribe was used for EEG data acquisition.
J. Wache, R. Subramanian, M.K. Abadi, R.L. Vieriu, N. Sebe, S. Winkler
Proceedings of the ACM International Conference on Multimedia, 2015
"EEG data samples were logged using the Lucid Scribe software, and all sensor data were synchronized."
An early study exploring implicit personality recognition through physiological responses, using Lucid Scribe for EEG signal acquisition during multimedia viewing experiments.
R. Selvi, C. Vijayakumaran
Wireless Personal Communications, Springer, 2023
"Utilizing the Lucid Scribe software, the samples of EEG data has been logged and the entire sensor's data were synchronized."
Applied advanced deep reinforcement learning techniques for emotion identification using EEG data collected with Lucid Scribe.
H. Nazemi, A. Taheri, A. Meghdari, M. Moshiri
9th RSI International Conference on Robotics and Mechatronics (IEEE), 2021
"EEG data samples were logged using Lucid Scribe software, and all sensor's data were synchronized."
Compared emotion recognition accuracy across different EEG frequency bands and classification methods using Lucid Scribe-recorded data.
M.W. Lee, Y.H. Byeon, C.U. Yeom, K.C. Kwak
Journal of the Electrical Society, 2021
"EEG data samples were recorded using Lucid Scribe software and all sensor data was synchronized."
S. Ramanathan, S.O. Gilani, N. Sebe
Frontiers of Multimedia Research, ACM, 2017
Referenced Lucid Scribe as part of the data acquisition pipeline for implicit user behavior analysis during multimedia interaction.
M. Khomami Abadi
PhD Thesis, University of Trento, 2017
Doctoral research utilizing Lucid Scribe for EEG data collection in multimodal affective computing experiments.
J. Wache
PhD Thesis, 2016
"EEG data samples were logged using the Lucid Scribe software, and all sensor data were synchronized."
Brain-Computer Interfaces & EEG Education
C. Orovas, T. Sapounidis, C. Volioti, E. Keramopoulos
Sensors (MDPI), 2024
A comprehensive scoping review of EEG hardware and software used in educational research, including Lucid Scribe as a data acquisition tool.
G. Andreea, P. Mădălina, E. Ceuca et al.
IEEE 30th International Symposium, 2024
Developed an intelligent system for environmental effects research on brain activity, referencing Lucid Scribe for EEG data acquisition.
M. Kadar, P.N. Borza, M. Romanca, D. Iordachescu
Interaction Design & Architecture(s) Journal (IxD&A), 2017
"The lot of students was provided with Mindwave headset and Lucid Scribe software."
Used Lucid Scribe to measure student attention levels through EEG monitoring during educational testing.
A. García-Monge, H. Rodríguez-Navarro et al.
2023
"Bluetooth sends the signal to the computer, which is collected thanks to Lucid Scribe software."
Evaluated the practical applications and limitations of consumer EEG devices in educational settings, with Lucid Scribe as the recording platform.
A. Artifice, M. Kadar, J. Sarraipa et al.
Springer International Conference on Interactive Collaborative Learning, 2018
"It was used the headset Mindwave connected to the Lucid Scribe software."
Explored assistive technology applications in engineering education using EEG monitoring through Lucid Scribe.
Mental Health & Cognitive Science
H.M. Mallikarjun, P. Manimegalai et al.
IOP Conference Series, 2017
"Lucid Scribe is a venture to record various body signals, perceive Rapid Eye Movement."
Applied machine learning to EEG-based lie detection using data collected through Lucid Scribe's NeuroSky MindWave integration.
D.R.V. Tortorici, D.R.M. Echeverría-Villalobos
Anales de Ciencias, Universidad Metropolitana, 2021
"The signals obtained were processed with the open architecture Lucid Scribe program."
Investigated attention and pain processing using EEG signals recorded and processed with Lucid Scribe.
H.M. Mallikarjun
IEEE Fourth International Conference on Cognitive Computing and Information Processing, 2022
"Lucid scribe toolkit support to collection of data from the Mobile mind wave, the data exported in CSV files."
H.M. Mallikarjun, P. Manimegalai
International Journal of Pure and Applied Mathematics, 2017
"Lucid scribe is a software application that helps to collect data from the Mind Wave kit and generates CSV files."
H.M. Mallikarjun, P. Manimegalai
Current Signal Transduction Therapy, Bentham Science, 2020
"Lucid Scribe is a package to record various body signals."
Sleep Research
D.L.O.D. Pereira
ProQuest Dissertations, 2021
"Lucid Scribe recording example from Neurosky Brainlink. Data is recorded in real-time."
Doctoral research on drowsy driving detection using wearable EEG sensors with Lucid Scribe for real-time data recording.
V.V. Mozgovoy, A.A. Somova, B.V. Cherkasov et al.
Russian Academy of Sciences, 2017
Referenced Lucid Scribe in a review of methods for REM sleep phase detection.