Top 3 AI Notable Optics Aspects

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The following are three AI notable optics aspects:

  1. Energy Efficiency with All-Optical Neural Networks: All optical implementations of artificial neural networks (ANNs) are being explored. Such networks utilize light-based connections (synapses) and neurons, for better energy efficiency than conventional electronic computing.
  2. Optical Transceivers in AI Clusters: Optical transceivers are deployed in AI clusters for InfiniBand and Ethernet connectivity. Companies are using optical transceivers for inter-core interconnects (ICI) between their Tensor Processing Units (TPUs).
  3. AI Algorithms and Optical Communications: AI algorithms, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs), have made contributions i. machine vision, natural language processing, and drug based discovery.

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