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Machine Learning

Featured Genetics Neuroscience Open Neuroscience Articles Psychology

·August 13, 2019·4 min read

Machine learning decodes genetic influence over behavior

Machine learning is helping researchers uncover the genetic influence on foraging behaviors in mice.

Featured Neuroscience

·August 12, 2019·3 min read

AI tool characterizes a song’s genre & provides insights regarding perception music

The record-breaking single 'Old Town Road' is a little bit country, a little bit rock 'n roll, according to an artificial intelligence tool. The deep learning technology also provides a broader understanding of how we perceive and process music.

Autism Featured Genetics Neuroscience

·August 9, 2019·4 min read

69 genes that increase the risk for autism identified

Study identifies 69 genes linked to increased autism risk, including 16 new genes previously not believed to be associated with ASD.

Featured Neuroscience Psychology

·August 8, 2019·2 min read

Happy? Sad? Study Uses AI to Examine What Affects Our Emotions

Using a smartwatch and new app, participants will track their emotional changes for 45 days. The app, called Mindcurrent, uses artificial intelligence to analyze emotional states and provides recommendations on how the user can elevate their mood.

Featured Neuroscience

·August 5, 2019·3 min read

Machine learning classifies word type based on brain activity

A new machine learning algorithm can accurately determine whether a person heard a real or made-up word based on neuroimaging data.

Featured Neurology Neuroscience Open Neuroscience Articles

·August 2, 2019·5 min read

Model predicts cognitive decline due to Alzheimer’s, up to two years out

A new deep learning model can accurately predict if those at risk for Alzheimer's disease will experience significant cognitive decline up to two years into the future.

Featured Neuroscience

·July 30, 2019·3 min read

How can you reliably spot a fake smile? Ask a computer

New computer software can accurately detect whether a smile is real or faked. Genuine smiles generate 10% more movement around eye muscles.

Featured Neuroscience Open Neuroscience Articles

·July 30, 2019·8 min read

Team IDs Spoken Words and Phrases in Real Time from Brain’s Speech Signals

Using ECoG and machine learning, researchers decoded spoken words and phrases in real-time from brain signals that control speech. The technology could eventually be used to help those who have lost vocal control to regain their voice.

Featured Neuroscience Open Neuroscience Articles Psychology

·July 26, 2019·4 min read

A computer that understands how you feel

EmoNet, a new convolutional neural network, can accurately decode images into eleven distinct emotional categories. Training the AI on over 25,000 images, researchers demonstrate image content is sufficient to predict the category and valence of human emotions.

Autism Featured Neuroscience Open Neuroscience Articles

·July 24, 2019·5 min read

Pupil dilation and heart rate, analyzed by AI, may help spot autism early

A machine learning algorithm can accurately detect abnormalities in pupil dilation, which are predictive of ASD, in mouse models. The AI can also detect if a female has Rett syndrome with 80% accuracy. The system could be used to detect autism in infants and toddlers.