Dr. James McCaffrey of Microsoft Research says that when quantum computing becomes generally available, evolutionary algorithms for training huge neural networks could become a very important and ...

Simplex optimization is one of the simplest algorithms available to train a neural network ... [Click on image for larger view.] Figure 1. Neural Network Training Using Simplex Optimization The first ...

The learning capability of convolutional neural ... learning models and network architecture search (NAS) algorithms are reviewed, starting with simplified layers and efficient convolution and ...