Revolutionizing AI with Optical Computing
Dr. Zhang and his team are pushing the boundaries of artificial intelligence by harnessing the power of light for computation. Instead of traditional electronic circuits, their innovative method uses the physical properties of light to execute numerous calculations simultaneously. Here’s a glimpse into their groundbreaking approach:
- Speed of Light: Operations like convolutions and attention layers are performed instantaneously, elevating AI capabilities.
- Data Encoding: Digital data is transformed into light wave properties, enabling rapid matrix and tensor multiplications necessary for deep learning.
- Parallel Processing: Like a customs officer efficiently sorting parcels, multiple operations occur in one pass of light, drastically improving processing efficiency.
- Simplicity: The method functions passively; no electronic switching is required during computation.
Professor Zhipei Sun envisions integrating this technology into photonic chips for low-power AI tasks.
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