EEG tagged posts

Portable, Non-invasive, Mindreading AI turns Thoughts into Text

Portable, non-invasive, mind-reading AI turns thoughts into text
UTS researcher tests DeWave technology. Credit: University of Technology Sydney

In a world-first, researchers from the GrapheneX-UTS Human-centric Artificial Intelligence Centre at the University of Technology Sydney (UTS) have developed a portable, non-invasive system that can decode silent thoughts and turn them into text.

The technology could aid communication for people who are unable to speak due to illness or injury, including stroke or paralysis. It could also enable seamless communication between humans and machines, such as the operation of a bionic arm or robot.

The study has been selected as the spotlight paper at the NeurIPS conference, an annual meeting that showcases world-leading research on artificial intelligence and machine learning, held in New Orleans on 12 De...

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Artificial Neural Networks Decode Brain Activity during performed and imagined Movements

In order to achieve better brain signal transmission quality, the researchers apply contact gel. Credit: Michael Veit

In order to achieve better brain signal transmission quality, the researchers apply contact gel. Credit: Michael Veit

Several groups from the Freiburg excellence cluster BrainLinks-BrainTools led by neuroscientist Dr. Tonio Ball are showing how ideas from computer science could revolutionize brain research. They illustrate how a self-learning algorithm decodes human brain signals that were measured by an electroencephalogram (EEG). It included performed movements, but also hand and foot movements that were merely thought of, or an imaginary rotation of objects...

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Anti-Epilepsy Drug restores Normal brain activity in Mild Alzheimer’s disease

Select Anti-eleptic drugs target mechanisms of epileptogenesis involving amyloid β and tau. Subclinical epileptiform activity in patients with Alzheimer's disease can lead to accelerated cognitive decline.

Select Antieleptic drugs target mechanisms of epileptogenesis involving amyloid β and tau. Subclinical epileptiform activity in patients with Alzheimer’s disease can lead to accelerated cognitive decline and may be treated with AEDs like Levetiracetam.

Feasibility study suggests suppressing seizure-like activity may help patients. In the last decade, mounting evidence has linked seizure-like activity in the brain to some of the cognitive decline seen in patients with Alzheimer’s disease. Patients with Alzheimer’s disease have an increased risk of epilepsy and nearly half may experience subclinical epileptic activity – disrupted electrical activity in the brain that doesn’t result in a seizure but which can be measured by electroencephalogram (EEG) or other brain scan technology.

In a rece...

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Learning to Turn Down your Amygdala can Modify your Emotions

The amygdala of the human brain is placed somewhat strategically at dorsomedial part (above and inside) of temporal lobe, anteriorly (in front) of the hippocampus and close to the tail of the caudate nucleus.

The amygdala of the human brain is placed somewhat strategically at dorsomedial part (above and inside) of temporal lobe, anteriorly (in front) of the hippocampus and close to the tail of the caudate nucleus.

Training the brain to treat itself is a promising therapy for traumatic stress. The training uses an auditory or visual signal that corresponds to the activity of a particular brain region, called neurofeedback, which can guide people to regulate their own brain activity. However, treating stress-related disorders requires accessing the amygdala that is difficult to reach with typical neurofeedback methods. This activity has only been measured using fMRI, which is costly and poorly accessible.

“The major advancement of this new tool is the ability to use a low-cost and accessible imag...

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