How photonics is revolutionizing convolutional neural networks

In the modern era, there has been explosive growth in the demand for computing power for cognitive image and video processing. While convolutional neural networks offer improved performance for image processing, they also come with a significant increase in power consumption and memory requirements.

cognitive computer sciences computing computing power convolutional neural networks demand growth image image processing memory modern networks neural networks performance photonics power power consumption processing requirements video video processing