Online home appliance control using EEG-Based brain-computer interfaces [PDF]
, 2019 Brain???computer interfaces (BCIs) allow patients with paralysis to control external devices by mental commands. Recent advances in home automation and the Internet of things may extend the horizon of BCI applications into daily living environments at ...
Cho, Jeongho +5 more
core +1 more source
EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces [PDF]
IEEE journal of biomedical and health informaticsEffectively learning the temporal dynamics in electroencephalogram (EEG) signals is challenging yet essential for decoding brain activities using brain-computer interfaces (BCIs).
Yi Ding +7 more
semanticscholar +1 more source
Autonomy Infused Teleoperation with Application to BCI Manipulation [PDF]
, 2015 Robot teleoperation systems face a common set of challenges including latency, low-dimensional user commands, and asymmetric control inputs. User control with Brain-Computer Interfaces (BCIs) exacerbates these problems through especially noisy and ...
Bagnell, J. Andrew +9 more
core +1 more source
The Emergence of Functional Ultrasound for Noninvasive Brain–Computer Interface
Research, 2023 A noninvasive brain–computer interface is a central task in the comprehensive analysis and understanding of the brain and is an important challenge in international brain-science research.
Hairong Zheng +7 more
doaj +1 more source
A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces [PDF]
IEEE Transactions on Biomedical Engineering, 2020 Objective: Target identification in brain-computer interface (BCI) spellers refers to the electroencephalogram (EEG) classification for predicting the target character that the subject intends to spell.
Osman Berke Guney +2 more
semanticscholar +1 more source
Mental state estimation for brain-computer interfaces [PDF]
, 2009 Mental state estimation is potentially useful for the development of asynchronous brain-computer interfaces. In this study, four mental states have been identified and decoded from the electrocorticograms (ECoGs) of six epileptic patients, engaged in a ...
Das, Koel +2 more
core +1 more source
A note on brain actuated spelling with the Berlin brain-computer interface [PDF]
, 2007 Brain-Computer Interfaces (BCIs) are systems capable of decoding neural activity in real time, thereby allowing a computer application to be directly controlled by the brain.
A. Kübler +18 more
core +5 more sources
Goal-Directed Processing of Naturalistic Stimuli Modulates Large-Scale Functional Connectivity
Frontiers in Neuroscience, 2019 Humans selectively process external information according to their internal goals. Previous studies have found that cortical activity and interactions between specific cortical areas such as frontal-parietal regions are modulated by behavioral goals ...
Zhenfu Wen +6 more
doaj +1 more source
Group Augmentation in Realistic Visual-Search Decisions via a Hybrid Brain-Computer Interface
Scientific Reports, 2017 Groups have increased sensing and cognition capabilities that typically allow them to make better decisions. However, factors such as communication biases and time constraints can lead to less-than-optimal group decisions.
Davide Valeriani +2 more
doaj +1 more source
Interactive Reading Using Low Cost Brain Computer Interfaces [PDF]
, 2017 This work shows the feasibility for document reader user applications using a consumer grade non-invasive BCI headset. Although Brain Computer Interface (BCI) type devices are beginning to aim at the consumer level, the level at which they can actually ...
Hartley, Thomas +7 more
core +3 more sources