
Sign up to save your podcasts
Or


An algorithm that reactivates dormant ‘neurons’ in deep learning based AIs could help them overcome their inability to learn new things and make future systems more flexible, research has shown. AIs based on deep learning struggle to learn how to tackle new tasks indefinitely, making them less adaptable to new situations. The reasons for this are unclear, but now a team has identified that ‘resetting’ parts of the neural networks underlying these systems can allow deep learning methods to keep learning continually.
Research Article: Dohare et al.
News and Views: Switching between tasks can cause AI to lose the ability to learn
To stop crocodiles eating poisonous toads researchers have been making them sick, and a sacrificed child in ancient Mexico was the progeny of closely related parents.
Research Highlight: How to train your crocodile
Research Highlight: DNA of child sacrificed in ancient city reveals surprising parentage
How video games gave people a mental health boost during the pandemic, and where the dinosaur-destroying Chicxulub asteroid formed.
Nature News: PlayStation is good for you: video games improved mental health during COVID
Nature News: Dinosaur-killing Chicxulub asteroid formed in Solar System’s outer reaches
Subscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday.
Hosted on Acast. See acast.com/privacy for more information.
By Springer Nature Limited4.5
721721 ratings
An algorithm that reactivates dormant ‘neurons’ in deep learning based AIs could help them overcome their inability to learn new things and make future systems more flexible, research has shown. AIs based on deep learning struggle to learn how to tackle new tasks indefinitely, making them less adaptable to new situations. The reasons for this are unclear, but now a team has identified that ‘resetting’ parts of the neural networks underlying these systems can allow deep learning methods to keep learning continually.
Research Article: Dohare et al.
News and Views: Switching between tasks can cause AI to lose the ability to learn
To stop crocodiles eating poisonous toads researchers have been making them sick, and a sacrificed child in ancient Mexico was the progeny of closely related parents.
Research Highlight: How to train your crocodile
Research Highlight: DNA of child sacrificed in ancient city reveals surprising parentage
How video games gave people a mental health boost during the pandemic, and where the dinosaur-destroying Chicxulub asteroid formed.
Nature News: PlayStation is good for you: video games improved mental health during COVID
Nature News: Dinosaur-killing Chicxulub asteroid formed in Solar System’s outer reaches
Subscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday.
Hosted on Acast. See acast.com/privacy for more information.

863 Listeners

1,381 Listeners

599 Listeners

945 Listeners

93 Listeners

0 Listeners

15 Listeners

4 Listeners

544 Listeners

965 Listeners

410 Listeners

429 Listeners

818 Listeners

6,467 Listeners

227 Listeners

363 Listeners

471 Listeners

116 Listeners