Translational brain-computer interfaces: From research labs to the market and back

Davide Valeriani, Hubert Cecotti, Antonia Thelen, Christian Herff

Frontiers Media SA

Science Human Neuroscience Brain Imaging and Stimulation

Keywords: EEG,­wearables,­BCI,­machine learning,­fNIRS,­tDCS,­virtual reality

FNIRS in Neuroscience and its Emerging Applications

Ning Liu, Meryem Ayse Yücel, Yunjie Tong, Yasuyo Minagawa, Fenghua Tian, Xianchun Li

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: fNIRS,­Brain Imaging Methods,­fNIRS-based hyperscanning,­fNIRS-based neurofeedback

Sensorimotor Foundations of Social Cognition

Andreas K. Engel, Paul F. M. J. Verschure, Danica Kragic, Daniel Polani, Alfred Oliver Effenberg, Peter König

Frontiers Media SA

Science Psychology Cognitive Science

Keywords: social cognition,­human-robot interaction,­sensorimotor coupling,­coordination,­Embodied Cognition

Deep Learning in Brain-Computer Interface

Minkyu Ahn, Hong Gi Yeom, Hohyun Cho, Sung Chan Jun

Frontiers Media SA

Science Human Neuroscience Brain-Computer Interfaces

Keywords: deep learning,­Deep neural network,­machine learning,­Brain-computer interface,­brain-machine interface,­Transfer Learning,­Data augmentation,­Explainable AI,­Practical BCI

Embodiment and Co-Adaptation Through Human-Machine Interfaces: at the Border of Robotics, Neuroscience and Psychology

Philipp Beckerle, Claudio Castellini, Bigna Lenggenhager, Strahinja Dosen

Frontiers Media SA

Science Psychology Cognition

Keywords: human-machine interfaces,­sensorimotor control and learning,­constructivist psychology,­Cognitive models

The Effects of Music on Cognition and Action

Marta Olivetti Belardinelli, Franco Delogu, Elvira Brattico, Cunmei Jiang

Frontiers Media SA

Science Psychology Auditory Cognitive Neuroscience

Keywords: transfer of skills,­music training,­Music Talent,­music cognition,­Expertise

Brain-Computer Interfaces for Non-clinical (Home, Sports, Art, Entertainment, Education, Well-being) Applications

Anton Nijholt, Jose Luis Contreras-Vidal, Camille Jeunet, Aleksander Väljamäe

Frontiers Media SA

Science Computer Science Human-Media Interaction

Keywords: Brain-Computer Interfaces,­EEG,­human-computer interaction,­Affective Computing,­Non-clinical applications

Graphonomics and Your Brain on Art, Creativity, and Innovation

Jose Luis Contreras-Vidal, Jose M. Azorin, Réjean Plamondon, Claudio De Stefano, Surjo R. Soekadar

Frontiers Media SA

Science Human Neuroscience Brain-Computer Interfaces

Keywords: neuroaesthetics,­handwriting,­Neural Interfaces,­fine motor skills

The Neurophysiology of Developmental Stuttering: Unraveling the Mysteries of Fluency

Pierpaolo Busan, Nicole Eva Neef, Martin Sommer, Piero Paolo Battaglini, Maja Rogić Vidaković

Frontiers Media SA

Science Neuroscience Integrative Neuroscience

Keywords: Stuttering,­fluency,­neural networks,­Motor Cortex,­Neuroimaging