Perspective on photonic memristive neuromorphic computing

E Goi, Q Zhang, X Chen, H Luan, M Gu - PhotoniX, 2020 - Springer
Neuromorphic computing applies concepts extracted from neuroscience to develop devices
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 …

Binary Optical Machine Learning: Million-Scale Physical Neural Networks with Nano Neurons

X Yang, Z An, Q Pan, L Yang, D Lei, Y Fan - Proceedings of the 30th …, 2024 - dl.acm.org
Deep learning excels in advanced inference tasks using electronic neural networks (ENN),
but faces energy consumption and limited computation speed challenges. To mitigate this …