Having started my PhD originally in neuromorphics before I switched lanes, no they didn't, at least not the important one.
They still perform gradient descent using a GPU. I love BrainScaleS but until we have analog/neuromorphic training, the elephant in the room of "why not make an ASIC for the prettrained model" remains. We can do robust training on GPU already.
There is interesting work being done with predictive coding based training that might fix it, but as far as I know it's still put there.
They still perform gradient descent using a GPU. I love BrainScaleS but until we have analog/neuromorphic training, the elephant in the room of "why not make an ASIC for the prettrained model" remains. We can do robust training on GPU already.
There is interesting work being done with predictive coding based training that might fix it, but as far as I know it's still put there.