2025 A Comparative Analysis of Deep Learning Models for EEG-Based Sleep Stage Classification Ikon sleep EEG Phan Duc, Nghia
Sleep studies, Sleep scoring, Sleep disorders, Deep learning 2025 An Adaptive Brain-Computer Interface Game with Blink Controls and Cognitive State Monitoring Diadem EEG Saravanakumar, Duraisamy; Roeser, NickSee more
BCI, Cognitive study, Biofeedback 2025 Brain-Computer Interface Based Engagement Feedback in Virtual Reality Rehabilitation: Promoting Motor Cortex Activation Versatile EEG Lim, Hyunmi; Ahmed, BilalSee more
Virtual Reality (VR), Neurorehabilitation, BCI 2025 Detection of Positive and Negative Video Game Events from Brain Activity using a Portable EEG-Headset and Source Localization Diadem EEG Martínez-Tejada, Laura A.; Yoshimura, Natsue
Emotions 2025 Electrophysiological signatures of ongoing thoughts during naturalistic behavior Versatile EEG Kam, Julia W.Y.; Rahnuma, TarannumSee more
Mind wandering, Thoughts, Deep learning, Human behaviour 2025 Evaluación Neurofisiológica del Esfuerzo Cognitivo en Pilotos mediante Machine Learning, DNN y EEG en Simuladores de Vuelo Versatile EEG, SennsLite Llopis Conejo, Daniel; Melgar García, LauraSee more
Cognitive study, Machine learning, Flight simulator, Workload 2025 Evaluating the Effect of Speed and Acceleration on Human Factors during an Assembly Task in Human–Robot Interaction (HRI) Diadem EEG, Ring GSR BVP, SennsLab, SennsMetrics Apraiz, Ainhoa; Lasa, GanixSee more
Human behaviour, Human–Robot Collaboration (HRC), Emotions, UX 2025 Exploring unconscious user responses to affective computing in interactiveprototypes: a consumer neuroscience study Diadem EEG, Ring GSR BVP, SennsLab, SennsMetrics Saavedra, Álvaro; Chocarro, RaquelSee more
Eye tracking, Consumer behaviour, Human-Computer Interaction (HCI), Emotions 2025 Generation of real-time control commands from EEG signals Hero EEG Franco i Moral, Ferran; Alonso López, Joan FrancescSee more
BCI, Motor imagery, Neurorehabilitation 2025 Human-robot collaborative transport personalization via Dynamic Movement Primitives and velocity scaling Diadem EEG, Ring GSR BVP Franceschi, Paolo; Bussolan, AndreaSee more
Human–Robot Collaboration (HRC) 2025 International initiatives for the study of the human brain: EBRAINS and its Spanish nodeIniciativas internacionales para el estudio del cerebro humano: EBRAINS y su nodo español Duran, Teris; Ezpeleta, DavidSee more
Neurotechnology Overview 2025 Measuring Blink-Related Brainwaves Using Low-Density Electroencephalography with Textile Electrodes for Real-World Applications Hero EEG, Ikon EEG Acampora, Emily; Ghosh Hajra, SujoySee more
Blinking, Brain function assessment 2025 Modeling the Edge-Cloud Continuum: A Brain-Computer Interface Case Study Diadem EEG Rizzo, Luigi; Zicari, PaoloSee more
Visual Evoked Potentials, Edge-cloud Continuum, BCI 2025 OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses Versatile Bio Lopez-Cardona, Angela; Idesis, SebastianSee more
Eye tracking, Natural Language Processing, Cognitive study 2025 Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning Diadem EEG, Versatile Bio, Bitbrain SDK Bussolan, Andrea; Avram, OliverSee more
Federated Learning (FL), Human–Robot Collaboration (HRC) 2025 Rapid cortical auditory evoked potentials audiometry Versatile EEG Guyonnet-Hencke, T.; Portoles, O.See more
Auditory Evoked Potentials, Audiology Studies 2025 Real-Time Sleep Stage Classification from EEG Signals for Closed-Loop Rocking Bed System Integration Ikon sleep EEG, Bitbrain SDK Hussein, Heba; Lin, ZiranSee more
Sleep studies, Sleep scoring, Comparison of EEG technologies 2025 Research on the Interaction Design of Sense of Control in Intelligent Driving Scenarios Versatile EEG Ji, Yue; Zhan, Chi
Driving, Human-Computer Interaction (HCI), Human behaviour 2025 Riding feeling recognition based on multi-head self-attention LSTM for driverless automobile Versatile EEG Tang, Xianzhi; Xie, YongjiaSee more
Driving, Attention, Machine learning 2025 Robot Learning from Teleoperated Demonstrations: A Pilot Study Towards Automating Mastic Deposition in Construction Sites Diadem EEG, Ring GSR BVP Loizaga, Erlantz; Sillaurren, SaraSee more
Human–Robot Collaboration (HRC), UX, Emotions 2025 Self-supervised learning for EEG-based automatic sleep staging Ikon sleep EEG Estevan Tomás, Emilio
Sleep studies, BCI, Sleep scoring 2025 THE EMOTIONAL BATTLE OF THE SEXES GAME: PSYCHOLOGICAL GAME THEORY APPLIED TO THE CHOICE OF TOURISM Diadem EEG, Ring GSR BVP Mas, Jose M.; Erdmann, AnettSee more
Consumer behaviour, Emotions 2025 The Psychological State Evaluation Method of a Main Control Room Operator Based on Physiological Signals Diadem EEG Zhou, Qianxiang; Yang, KeSee more
Working memory, Workload, Mental Fatigue 2025 Using Brain-Computer Interface in Cognitive Buildings: a Real-Time Case Study Diadem EEG Rizzo, Luigi; Cicirelli, FrancoSee more
BCI, Architectural design, Cognitive study, Human behaviour 2025 Visual Neuroplasticity: Modulating Cortical Excitability with Flickering Light Stimulation Versatile EEG Ávila, Francisco J.
Neuroplasticity, Visual stimulation, Critical flicker fusion, Cortical excitability 2024 A Research on Emotion Recognition of the Elderly Based on Transformer and Physiological Signals Versatile EEG Feng, Guohong; Wang, HongenSee more
Human behaviour, Emotions, Deep learning 2024 ANALYSIS OF VISUAL BRAND IDENTITY IN THE FAST-FOOD SECTOR: A NEUROMARKETING STUDY Diadem EEG, Ring GSR BVP Crespo-Tejero, Natividad; Díaz-Maroto, Sara ComendadorSee more
Consumer behaviour, Emotions 2024 Architectural Neuroimmunology: A Pilot Study Examining the Impact of Biophilic Architectural Design on Neuroinflammation Versatile EEG Valentine, Cleo; Steffert, TonySee more
Architectural design, Stress 2024 Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios Versatile EEG Huang, Jiaqi; Zhang, QiliangSee more
Driving, Cognitive study 2024 Automatic sleep scoring for real-time monitoring and stimulation in individuals with and without sleep apnea (preprint) Esparza-Iaizzo, Martín; Sierra-Torralba, MaríaSee more
Sleep studies, Automatic sleep scoring, Digital therapeutics, Sleep disorders 
