There are several companies doing photonic computing (some with commercially available or soon-to-be-available chips). Unfortunately, it's currently all for naught, as existing available silicon hardware accelerators can currently do the computation faster than anyone can stream the data into the chip. The more interesting problem is data movement, as usual.
splittingTimes|3 years ago
> do the computation faster than anyone can stream the data into the chip. The more interesting problem is data movement, as usual.
Is that not the selling point of integrated photonic circuits? You got photonic chips/components that are connected by photonic waveguides. So essentially photons replace electrons for all intents and purposes and the data moves at close to the speed of light.
travisathougies|3 years ago
1. Photonics is a new technology. It is more expensive than silicon 2. Silicon can do the compute as fast as photonics, and we understand silicon. Building a silicon chip is 'easy'. 3. The problem is data transport, which silicon cannot do fast enough. We can compute inferences faster than we can get the data
Photonic compute doesn't help with (3). Photonic data transport does, and there are several companies who have entered this market, including several who have already exited with large deals. However, photonic data transport can terminate at photonic compute or silicon compute, and silicon compute is fast enough and cheaper / better understood.
nonrandomstring|3 years ago
travisathougies|3 years ago