A neuromorphic computing architecture that can run some deep neural networks more efficiently

https://techxplore.com/news/2022-06-neuromorphic-architecture-deep-neural-networks.html

"biological neurons rest after spiking replicated in neuromorphic hardware... solve time series processing tasks efficiently.... network check which neurons currently most reluctant to fire... reconstruct information recently processed... laziness have advantages in computing... when running same DNN, Intel's neuromorphic computing chip consumed 4 to 16 times less energy... leveraging artificial neurons' lack of activity after they spike... improve hardware's performance on time series processing tasks"