Unlike the usual electronic chips, it performs calculations using new chip, light rays. Its feature is the ability to process non -linear functions required to teach deep neural networks. Before that, photon systems can only perform linear operations that limit their use in AI.
The key to success is the use of a special semiconductor material that affects two light rays at the same time. One carries the input data, and the second programs the reaction of the material. This allows you to control the passage of light into the chip and change the behavior without changing the physical structure.
In the tests, while the device solved standard machine learning tasks, the energy showed more than 96% accuracy without intensive electronic components. Thanks to the flexibility of the system, the chip can be configured in real time and adapted to new tasks.
Source: Ferra
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