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Perspective on photonic memristive neuromorphic computing
Neuromorphic computing applies concepts extracted from neuroscience to develop devices
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …
Direct determination of aberration functions in microscopy by an artificial neural network
BP Cumming, M Gu - Optics Express, 2020 - opg.optica.org
Adaptive optics relies on the fast and accurate determination of aberrations but is often
hindered by wavefront sensor limitations or lengthy optimization algorithms. Deep learning …
hindered by wavefront sensor limitations or lengthy optimization algorithms. Deep learning …
Binary Optical Machine Learning: Million-Scale Physical Neural Networks with Nano Neurons
Deep learning excels in advanced inference tasks using electronic neural networks (ENN),
but faces energy consumption and limited computation speed challenges. To mitigate this …
but faces energy consumption and limited computation speed challenges. To mitigate this …