In recent years, power consumption by machine learning technologies, represented by deep learning and generative artificial intelligence (AI), has increased exponentially, creating a serious social ...

Physical reservoir computing (PRC) utilizing synaptic devices shows significant promise for edge AI. Researchers from the Tokyo University of Science have introduced a novel self-powered ...

Reservoir computing (RC) stacks a few benefits over other artificial neural networks, such as the reservoir that gives this technique its name. The reservoir functions mainly to nonlinearly transform ...

Balancing electronic and ionic charge carriers in polymer nanofilms significantly improves physical reservoir computing, a brain-inspired approach that harnesses material dynamics instead of ...

So-called neuromorphic computing involves the use of physical artificial neurons to do computing in a way that is inspired by the human brain. With photonic neuromorphic computing these artificial ...

The novel physical reservoir computing device with controllable time constants mimics human synaptic behavior for efficient edge AI processing. The device can accurately detect human movement while ...