2026 A Bayesian System with Neuron Clocks for Biosignal Classification Ikon Sleep Li, Zonglong; Calvet, Laurie E.
Sleep studies, Sleep scoring 2026 A Music Interaction System Based on the Emotional Recognition of Older Adults in Smart Homes: Cross-Sectional Experimental Study Versatile EEG Zhou, Chengmin; Luo, YuxuanSee more
Machine learning, Emotions, Music, Audiology Studies 2026 Cognitive activation and emotional regulation effects of olfactory intervention in the context of advanced driver assistance systems Versatile EEG Peng, Sen; Li, RanSee more
Emotions, Cognitive study 2026 Cross-Modal Representation Learning for Improvement of Sleep Staging Ikon Sleep Reinberger, Leander
Automatic sleep scoring, Deep learning, Machine learning, Sleep studies 2026 Evaluating tourism destination images: Integrating survey, neural responses and artificial intelligence Diadem 12ch EEG , Ring GSR/BVP , Bitbrain SennsLab , Bitbrain SennsMetrics Jaszus, Kathrin; Erdmann, AnettSee more
Machine learning, Deep learning, Human behaviour, Decision-making 2026 EventSleep: Sleep Activity Recognition with Event Cameras Ikon Sleep Gallego, Nerea; Plou, CarlosSee more
Event cameras, Sleep activity recognition, Deep learning, Sleep studies 2026 Irrelevant speech sound level effects on sustained attention with electrodermal and electroencephalogram monitoring (Preprint) Diadem 12ch EEG Sheng, Yan; Zhang, RuiningSee more
Attention, speech 2026 It is not what it seems to be. Analysing non-vegetarian consumers' implicit and explicit responses towards a traditional plant-based dry-cured fermented sausage (Preprint) Ring GSR/BVP Moreno-Lobato, Ana; Di-Clemente, ElideSee more
Consumer behaviour 2026 Predicting Behavioral Reliance on AI-Based Depression Treatment Recommendations Among Engineering Graduate Students: A Pilot Study Using EEG Signals Versatile EEG Shahsavar, Yeganeh; Choudhury, Avishek
Human–AI Interaction, Human behaviour, Human-Computer Interaction (HCI) 2026 Toward Effective Assessment of Commissioning Operators’ Mental Workload in Nuclear Power Plants: A Multimodal Measures Approach with Machine Learning Techniques Versatile EEG Tao, Da; Jiang, MengSee more
Machine learning, Workload 2026 Trust as a Mediator between Physical Climate Conditions and Human–Robot Collaboration Efficiency in Construction (Preprint) Versatile EEG , Bitbrain SennsLite Zhang, Jie; Wang, KaiqiangSee more
Human-Robot Interaction (HRI), Working environment, Virtual Reality (VR) 2025 A Comparative Analysis of Deep Learning Models for EEG-Based Sleep Stage Classification Ikon Sleep Phan Duc, Nghia
Sleep studies, Sleep scoring, Sleep disorders, Deep learning 2025 A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG Ikon Sleep Estevan Tomás, Emilio; Sierra-Torralba, MaríaSee more
Human-Computer Interaction (HCI), Sleep studies, Automatic sleep scoring, Deep learning 2025 An Adaptive Brain-Computer Interface Game with Blink Controls and Cognitive State Monitoring Diadem 12ch 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 Decision-Making for Product Form Image Based on ET-EEG Technology Versatile EEG Shi, Huaixi; Zhang, ShutaoSee more
Event-Related Potentials (ERPs), Decision-making, Consumer behaviour 2025 DESIGN AND IMPLEMENTATION OF A REAL-TIME MOTOR IMAGERY FEEDBACK APPLICATION FOR LOWER LIMB EXOSKELETON CONTROL Versatile EEG , Bitbrain SennsLite González Postigo, Sergio
Motor imagery 2025 Detection of Positive and Negative Video Game Events from Brain Activity using a Portable EEG-Headset and Source Localization Diadem 12ch EEG Martínez-Tejada, Laura A.; Yoshimura, Natsue
Emotions 2025 EEG channel reconstruction using convolutional neural networks in limited BCIs: A proposed method for neuromarketing applications Air 8ch EEG , Diadem 12ch EEG , Ikon 5ch EEG Quiles Pérez, Mario; Horna-Prat, EduardoSee more
Consumer behaviour, BCI 2025 EEG-Based Mental Workload Assessment During Long-Term Complex Operation Tasks in Nuclear Power Plants: The Roles of Temporal Variation and Brain Region Versatile EEG Liu, Xiaoliang; Ouyang, HanSee more
Workload 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 Enhancing spatial learning during driving: the role of 3D navigation interface visualization in AR-HUD Versatile EEG Xu, Xun; Yang, JingSee more
Human-Machine Interface, Driving 2025 Evaluación Neurofisiológica del Esfuerzo Cognitivo en Pilotos mediante Machine Learning, DNN y EEG en Simuladores de Vuelo Versatile EEG , Bitbrain SennsLite Llopis Conejo, Daniel; Melgar García, LauraSee more
Cognitive study, Machine learning, Flight simulator, Workload 2025 Evaluating Biometric and Behavioral Markers of Intoxication in Drivers: A Pilot Study Diadem 12ch EEG Salamat Ravandi, Bahram; Fransson, MaxSee more
Driving, Human behaviour 2025 Evaluating the Effect of Speed and Acceleration on Human Factors during an Assembly Task in Human–Robot Interaction (HRI) Diadem 12ch EEG , Ring GSR/BVP , Bitbrain SennsLab , Bitbrain 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 12ch EEG , Ring GSR/BVP , Bitbrain SennsLab , Bitbrain SennsMetrics Saavedra, Álvaro; Chocarro, RaquelSee more
Eye tracking, Consumer behaviour, Human-Computer Interaction (HCI), Emotions 2025 From Emotion to Action: How Framed Sustainability Messages Trigger Physiological Reactions and Influence Consumer Choices Ring GSR/BVP , Bitbrain SennsLab , Bitbrain SennsMetrics Tecău, Alina Simona; Maican, Cătălin IoanSee more
Emotions, Consumer behaviour 2025 Generation of real-time control commands from EEG signals Hero 9ch EEG , ViewerFranco 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 12ch 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 