Sentences with phrase «very deep neural networks»

In a separate paper, we show how gradients can be combined with neuroevolution to improve the ability to evolve recurrent and very deep neural networks, enabling the evolution of DNNs with over one hundred layers, a level far beyond what was previously shown possible through neuroevolution.

Not exact matches

The deep neural network is a perception system — very loosely inspired by animal vision, which has made huge strides in recent years.

If the training is sufficiently long (again, the training is very computer - intensive) and the images are processed in deep enough networks — those with many layers of processing elements — the neural network generalizes and can accurately recognize a new photograph as containing a feline.

When deep learning is used on very large data sets the neural networks become very smart and results are very accurate.

ROSS uses deep neural networks to do these very things.

By using high - performance FPGAs, the Project Brainwave team was able to serve Deep Neural Networks (DNNs) as hardware microservices, which reduced latency by removing the need of processing of incoming requests by the CPU, and allowed very high throughput, because the FPGA could process requests as fast as the network could stream them.