4 ms·
My knowledge in this area is incredibly limited, but I figured the paper would mention NanoWire Networks (NWNs) as an emerging physical neural network[0]. Last
by Shawnecy 2y ago
My knowledge in this area is incredibly limited, but I figured the paper would mention NanoWire Networks (NWNs) as an emerging physical neural network[0].
Last year, researchers from the University of Sydney and UCLA used NWNs to demonstrate online learning of handwritten digits with an accuracy of 93%.
[0] = https://www.nature.com/articles/s41467-023-42470-5 https://www.nature.com/articles/s41467-023-42470-5
- programjames 2y agoThat doesn't implement a trainable network on hardware, it's just creating a "reservoir" of associations between the inputs.
- orbifold 2y agoClassifying MNIST digits with 93% accuracy can also be accomplished using a linear classifier. So it isn't clear to me what the advantage would be.