deep learning

Deep Learning news covers research articles on artificial neural networks, machine learning, big data representations, supervised learning, unsupervised learning and AI programming.

This shows how the AI discovered the mutations

New causes of autism found in ‘junk’ DNA

Using artificial intelligence, researchers discover mutations in noncoding regions of the human genome that may result in autism. The noncoding mutations are associated with altered gene regulation in children with ASD. Additionally, the mutations affect gene expression in the brain and genes already linked to autism, such as those responsible for neuron development and migration.... Read More...
This is a child and a robot

Children describe technology that gives them a sense of ambiguity as ‘creepy’

Children consider technologies that pose an ambiguous threat as 'creepy'. Researchers pinpoint five aspects of technology that contribute to the feeling of ambiguity, examples of which are lack of control, ominous physical appearance and mimicry.... Read More...
This shows a depressed looking little girl.

AI can detect depression in a child’s speech

An auditory-based machine learning algorithm was able to identify children diagnosed with depression and anxiety with 80% accuracy after analyzing recordings of their speech. The algorithm identified eight audio features that signify a higher risk of depression. Of these, a lower pitch of voice, repeatable speech inflections and a higher pitch response to surprise stimuli, were more indicative of depression. Researchers hope to develop a smartphone app that records and analyzes speech immediately, helping to better detect children at risk of internalizing disorders.... Read More...