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Photonic neuromorphic architecture for tens-of-task lifelong learning - EurekAlert
<p>Endowed with the superior computing efficiency, optical neural networks (ONNs) have shown great potential in complex visual processing. To realize the magic power of ONNs, scientists recently developed L<sup>2</sup>ONN (Lifelong-Learning Optical Neural Network) based on a reconfigurable sparse photonic computing framework, realizing real-world incremental multi-task learning optically. Breaking the capacity and scalability limitations of both conventional ONNs and ANNs, the proposed technique permits terminal/edge AI systems with light-speed efficiency and unprecedented scalability. </p>
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