Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …
review the physical principles of BCIs, and underlying novel approaches for registration …
[HTML][HTML] Review and classification of emotion recognition based on EEG brain-computer interface system research: a systematic review
Recent developments and studies in brain-computer interface (BCI) technologies have
facilitated emotion detection and classification. Many BCI studies have sought to investigate …
facilitated emotion detection and classification. Many BCI studies have sought to investigate …
Emotionmeter: A multimodal framework for recognizing human emotions
In this paper, we present a multimodal emotion recognition framework called EmotionMeter
that combines brain waves and eye movements. To increase the feasibility and wearability …
that combines brain waves and eye movements. To increase the feasibility and wearability …
[HTML][HTML] Cognitive psychology-based artificial intelligence review
J Zhao, M Wu, L Zhou, X Wang, J Jia - Frontiers in Neuroscience, 2022 - frontiersin.org
Most of the current development of artificial intelligence is based on brain cognition,
however, this replication of biology cannot simulate the subjective emotional and mental …
however, this replication of biology cannot simulate the subjective emotional and mental …
An EEG-based brain computer interface for emotion recognition and its application in patients with disorder of consciousness
Recognizing human emotions based on electroencephalogram (EEG) signals has received
a great deal of attentions. Most of the existing studies focused on offline analysis, and real …
a great deal of attentions. Most of the existing studies focused on offline analysis, and real …
[HTML][HTML] Neural decoding of music from the EEG
I Daly - Scientific Reports, 2023 - nature.com
Neural decoding models can be used to decode neural representations of visual, acoustic,
or semantic information. Recent studies have demonstrated neural decoders that are able to …
or semantic information. Recent studies have demonstrated neural decoders that are able to …
[HTML][HTML] Wired emotions: Ethical issues of affective brain–computer interfaces
S Steinert, O Friedrich - Science and engineering ethics, 2020 - Springer
Ethical issues concerning brain–computer interfaces (BCIs) have already received a
considerable amount of attention. However, one particular form of BCI has not received the …
considerable amount of attention. However, one particular form of BCI has not received the …
A systematic review for human EEG brain signals based emotion classification, feature extraction, brain condition, group comparison
The study of electroencephalography (EEG) signals is not a new topic. However, the
analysis of human emotions upon exposure to music considered as important direction …
analysis of human emotions upon exposure to music considered as important direction …
[HTML][HTML] Enhancing BCI-based emotion recognition using an improved particle swarm optimization for feature selection
Electroencephalogram (EEG) signals have been widely used in emotion recognition.
However, the current EEG-based emotion recognition has low accuracy of emotion …
However, the current EEG-based emotion recognition has low accuracy of emotion …
[HTML][HTML] Electroencephalography reflects the activity of sub-cortical brain regions during approach-withdrawal behaviour while listening to music
The ability of music to evoke activity changes in the core brain structures that underlie the
experience of emotion suggests that it has the potential to be used in therapies for emotion …
experience of emotion suggests that it has the potential to be used in therapies for emotion …