Optical Processing for Artificial Neural Vision
暂无分享,去创建一个
Convolutional neural networks have become established as the primary mechanisms for image processing over the past decade. While general purpose optical neural networks remain a long term project, in the near term optical prefilters act as the first layers of electronic deep convolutional networks and enable 10-100x reduction in system power per reconstructed voxel.
[1] Demetri Psaltis,et al. A Photorefractive Integrated Optical Vector Matrix Multiplier , 1988, Optics & Photonics.
[2] D Psaltis,et al. Holographic interconnections in photorefractive waveguides. , 1991, Applied optics.
[3] Zhan Ma,et al. Deep learning for camera data acquisition, control, and image estimation , 2020, Advances in Optics and Photonics.
[4] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.