Highly Scalable and Efficient Deep Learning Accelerator Enabled by 3D Photonic Integration

Nathan Youngblood
The positive societal impacts of artificial intelligence (AI) through the field of deep learning have been thrilling to witness, but these advances come with an increasingly unsustainable appetite for computing resources. Thus, the generality and accuracy of deep learning—which fundamentally scale with the amount of training data and available computation—is also its Achilles’ heel. Novel approaches to computation are therefore needed to address the slowing growth in compute performance and efficiency of electronic hardware in...
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