Scientific Publications with Bitbrain Technology

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Explore how publications by leading scientists highlight research breakthroughs driven by the use of Bitbrain's EEG and biosignal neurotechnology hardware and software in a variety of application areas.

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How to cite Bitbrain products

Date	Publication	Products	Authors	Application
2026	(Preprint) Childhood Emotional Neglect Modulates Emotional Face Processing in Healthy Young Adults: An ERP Study	Versatile EEG, Bitbrain SennsLite	Debora Toro, Veronica; Serio, Gianluigi	Event-Related Potentials (ERPs)
2026	A Bayesian System with Neuron Clocks for Biosignal Classification	Ikon Sleep	Li, Zonglong; Calvet, Laurie E.	Sleep studies, Sleep scoring
2026	A Comparative Analysis of Deep Learning Models for EEG-Based Sleep Stage Classification	Ikon Sleep	Phan Duc, Nghia	Sleep studies, Deep learning, Convolutional neural network
2026	A Data-Driven Measure of REM Sleep Propensity for Human and Rodent Sleep	Ikon Sleep	Akhavan, Naghmeh; G. Ginsberg, Alexander	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, Yuxuan	Machine learning, Emotions, Music, Audiology Studies
2026	A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG	Ikon Sleep	Estevan Tomás, Emilio; Sierra-Torralba, María	Human-Computer Interaction (HCI), Sleep studies, Automatic sleep scoring, Deep learning
2026	Age effects on brain network dynamics at different sleep stages	Ikon Sleep	Moguilner, Sebastian; Haghayegh, Shahab	Alzheimer's disease, Sleep studies, Sleep scoring
2026	Aging disrupts the temporal organization of slow oscillations beyond density reduction	Ikon Sleep	Capurro, Lucila; Radloff, Michael	Sleep studies, Sleep scoring, Alzheimer's disease
2026	Análisis de la Confianza mediante Redes Neuronales Convolucionales sobre Señales de EEG con Diferentes Distribuciones de Clase	Versatile EEG, Bitbrain SennsLite	Fernández Gómez, Cristina; Melgar García, Laura	Human-Robot Interaction (HRI), Deep learning
2026	Análisis Exploratorio de la Confianza Humana basado en Señales EEG mediante Técnicas de Aprendizaje Automático e Interpretabilidad	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Análisis Exploratorio de la Confianza Humana basado en Señales EEG mediante Técnicas de Aprendizaje Automático e Interpretabilidad	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Análisis Exploratorio de la Confianza Humana basado en Señales EEG mediante Técnicas de Aprendizaje Automático e Interpretabilidad	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Análisis Exploratorio de la Confianza Humana basado en Señales EEG mediante Técnicas de Aprendizaje Automático e Interpretabilidad	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Análisis Exploratorio de la ConfianzaHumana basado en Señales EEGmediante Técnicas de AprendizajeAutomático e Interpretabilidad	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Análisis Exploratorio de la ConfianzaHumana basado en Señales EEGmediante Técnicas de AprendizajeAutomático e Interpretabilidad	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Childhood Emotional Neglect Modulates Emotional Face Processing in Healthy Young Adults: An ERP Study	Versatile EEG, Bitbrain SennsLite	Rebolledo Romillo, Lucía; Melgar García, Laura	Human-Robot Interaction (HRI)
2026	Cognitive activation and emotional regulation effects of olfactory intervention in the context of advanced driver assistance systems	Versatile EEG	Peng, Sen; Li, Ran	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	Estudio del Procesamiento Emocional mediante Señales de EEG Multicanal	Diadem 12ch EEG, Ring GSR/BVP, Bitbrain SennsLab	Águeda Miguel, Rocío; Curiel Rodríguez, Gloria	EEG Preproceesing
2026	Evaluating the Social Sustainability of Urban Blue-Green Infrastructure: A Visual Perception Study on the Restorative Capacity of Public Spaces	Versatile EEG	Wu, Xiaolu; Ma, Yuanyuan	Architectural design, Eye tracking
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, Anett	Machine learning, Deep learning, Human behaviour, Decision-making
2026	EventSleep: Sleep Activity Recognition with Event Cameras	Ikon Sleep	Gallego, Nerea; Plou, Carlos	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, Ruining	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, Elide	Consumer behaviour
2026	Photoplethysmography for SPO2 estimation integrated in a wearable sleep monitoring system	Ikon Sleep	Ibáñez Cebollada, Lucía; Montesano del Campo, Luis	SpO2
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	Predicting Consumer Behavior in Online Retailing Stores Using Eye-Tracking Data and Deep Learning (Preprint)	Bitbrain SennsLab	Bergara, Mikel; Cortiñas, Mónica	Eye tracking, Deep learning
2026	Preprocesado y procesado de señales de electroencefalograma (EEG)	Diadem 12ch EEG, Bitbrain SennsLab	Ortega Renuncio, Raúl; Sáiz Manzanares, María Consuelo	EEG Preproceesing
2026	Processing and analysis ofportable EEG data for cognitiveload assessment in neurotypicaluniversity students	Diadem 12ch EEG	Sáiz Manzanares, María Consuelo; Ortega Renuncio, Raúl	EEG Preproceesing, Cognitive study, Attention
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, Meng	Machine learning, Workload

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