AI Needs Enormous Computing Power. Could Light-Based Chips Help?
AI Needs Enormous Computing Power. Could Light-Based Chips Help?

AI Needs Enormous Computing Power. Could Light-Based Chips Help?

  • Moore's law predicts the rapid growth of computing power, but the demands of AI are outpacing it.

  • Light-based 'optical computers' using photons instead of electrons offer advantages like higher bandwidth and efficiency.

  • Researchers have used light for AI since the 1980s, with recent focus on matrix multiplication for neural networks.

  • In 2017, a breakthrough showed how light could be used for matrix multiplication in optical neural networks.

  • Recent advancements like the HITOP optical network aim to improve computation throughput and energy efficiency in optical computing.

Source: https://www.quantamagazine.org/ai-needs-enormous-computing-power-could-light-based-chips-help-20240520/

submitted by /u/NuseAI
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