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BCI-Controlled AI Music Improvisation in Max/MSP
by sammaaly ·In this experiment, EEG signals are captured through the headset and used to estimate different mental and affective states, including arousal/valence and concentration. The EEG data are first sonifie -
Open-source PRAYCG pipeline: OpenBCI/LSL media protocol, timing QC, and exploratory EEG/autonomic
by hbanks87 ·Longer term, if replicated with more participants and better hardware controls, it might be useful for studying media cognition, attention, cognitive load, affective neuroscience, BCI stimulus design, -
measuring emotions in the body, considering their electromagnetic nature?
by wjcroft ·https://www.google.com/search?q=affective+bci -
measuring emotions in the body, considering their electromagnetic nature?
by MarcusAnton1us ·I think these modern ideas with affective BCI are a bit of a stretch, as they're based on the rather naive assumption that emotions are located somewhere specific in the brain. New research shows some -
measuring emotions in the body, considering their electromagnetic nature?
by wjcroft ·So you did NOT read any of the info on Affective BCI? Contrary to your assertion, it is being used to measure emotions. At least try reading some of the reference links. The amygdala is NOT what is be -
measuring emotions in the body, considering their electromagnetic nature?
by wjcroft ·As far as EEG goes, the research field that explores emotion / 'affect' characterization is called Affective BCI. There are many papers published in this area. -
Emotion Recognition - Audiovisual Project
by wjcroft ·Affective Brain–Computer Interfaces (aBCIs): A Tutorial -
Emotion Recognition - Audiovisual Project
by wjcroft ·https://www.google.com/search?q=aaac+affective -
Emotion Recognition - Audiovisual Project
by wjcroft ·There are a number of past Forum threads on what is termed Affective BCI. You would find links to papers and research there. Link below is the same as using the 'Google Advanced Search' button in the -
How should I preprocess the data stored by OpenBCI ?
by wjcroft ·Another term for EEG classification of emotion is "affective BCI". It's an absolutely HUGE field. Some related threads here on the Forum: -
Question about demonstrating a BCI on stage
by wjcroft ·BCI's in general. There IS a field called "Affective BCI", that attempts to classify emotional states. But even this requires careful training the classifier on a per subject basis. Using t -
Emotion detection using OpenBCI
by wjcroft ·attracted increasing attention in the area of affective computing. This paper primarily discusses the progress of research into multimodal emotion recognition based on BCI and reviews three types of -
Emotion detection using OpenBCI
by wjcroft ·My hunch is that each paper written about Affective BCI applications, will also contain 'validity' test results. For example, over a series of trials, what percentage of the trials, was the Affective -
Emotion detection using OpenBCI
by retiutut ·with OpenBCI hardware to share progress on Affective Computing with the Community and on GitHub under an MIT or other open-source license. -
Emotion detection using OpenBCI
by wjcroft ·Thanks for your post. I just wanted to point out, that using the "Google Advanced Search" button in the upper right column, brings up a large range of previous threads on Affective BCI. -
Is the EEG data any good at all ???
by wjcroft ·There is nothing 'pretend' about BCI's and neuroscience. It just takes an open mind and some investigation as to what is out there and working. I thought that the g.tec link (previously provided) woul -
collecting emotions based on specific EEG events
by wjcroft ·Finally, as mentioned previously, the field of "affective BCI" and EEG emotional labeling is large and growing. I earlier posted some links to search requests that would pull up relevant pap -
collecting emotions based on specific EEG events
by wjcroft ·https://www.google.com/search?q=affective+bci -
Language and thoughts
by wjcroft ·There is another whole area of BCI, called "affective BCI", which attempts to categorize the emotional valence ('affect') or cognitive states of the subject being measured. So this is more o -
New to OpenBCI / suggestions for use of software to classify response to music
by wjcroft ·My suggestion is that you scan the previous research papers published regarding emotional / valence / affective response to music, and find research projects that resonate with your goals. Those that